add excercise 1 source files
This commit is contained in:
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commit
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__pycache__
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[[source]]
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url = "https://pypi.org/simple"
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verify_ssl = true
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name = "pypi"
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[packages]
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pyqt6 = "*"
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numpy = "*"
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matplotlib = "*"
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scikit-learn = "*"
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boto3 = "*"
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opencv-python = "*"
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black = "*"
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[dev-packages]
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[requires]
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python_version = "3.13"
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@ -0,0 +1,716 @@
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{
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"_meta": {
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"hash": {
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"sha256": "8030168f777edcbdfd2b954998e61cd68f938e2c6484ec1ed624794d81b17499"
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},
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"pipfile-spec": 6,
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"requires": {
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"python_version": "3.13"
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},
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"sources": [
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{
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"name": "pypi",
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"url": "https://pypi.org/simple",
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"verify_ssl": true
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}
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]
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},
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"default": {
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"black": {
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"hashes": [
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"sha256:fe4d6476887de70546212c99ac9bd803d90b42fc4767f058a0baa895013fbb3e"
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],
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"index": "pypi",
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"markers": "python_version >= '3.9'",
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"version": "==24.10.0"
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},
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"boto3": {
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"hashes": [
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"sha256:6d473f0f340d02b4e9ad5b8e68786a09728101a8b950231b89ebdaf72b6dca21",
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],
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"index": "pypi",
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"markers": "python_version >= '3.8'",
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"version": "==1.36.6"
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},
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"botocore": {
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"hashes": [
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"sha256:4864c53d638da191a34daf3ede3ff1371a3719d952cc0c6bd24ce2836a38dd77",
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"sha256:f77bbbb03fb420e260174650fb5c0cc142ec20a96967734eed2b0ef24334ef34"
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],
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"markers": "python_version >= '3.8'",
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"version": "==1.36.6"
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},
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"click": {
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"hashes": [
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"sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2",
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],
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"markers": "python_version >= '3.7'",
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"version": "==8.1.8"
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},
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"contourpy": {
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"hashes": [
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"markers": "python_version >= '3.10'",
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"version": "==1.3.1"
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},
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"cycler": {
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"hashes": [
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"version": "==0.12.1"
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},
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"fonttools": {
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|
||||
"sha256:5004514b08b045ad76425cf3618187091a668d972b017677b1b4b193379ef553",
|
||||
"sha256:552ff8fdc41f5769d3eccc661f022ed496f55f6e0a214c20aaf56e56385d61b6",
|
||||
"sha256:5643c92424fe62cb0b33378fef3d28c1525f91ada79e8a15bd9a05414a09503d",
|
||||
"sha256:56ce0afb19cd8a8c63ff93ae506dffb74f844b88adaa6673ebc0dec43af48a76",
|
||||
"sha256:57b5312ef13c1766bdf69b317041140b184eb24a51e1e23ce8fc5386ba8dffb2",
|
||||
"sha256:5d7726556d1ca7a7ed78e19ba53285b64a2a8f6ad7ff4cb18a1832efca1a3102",
|
||||
"sha256:69a879cfc94f4984d180321b76f52923861cd5bf4969aa885eef7591ee932517",
|
||||
"sha256:6e6c1e2592187934f4e790c0c099d0033e986dcef7bdd3c06e3895ffa995e9fc",
|
||||
"sha256:8b2ac36d6e04db6099614b9c1178a2f87788c7ffc3826571fb63d36ddb4c401d",
|
||||
"sha256:8c207528992d59b0801458aa6fcff118e5c099608ef0fc6ff8bccbdc23f29c04",
|
||||
"sha256:976c7758f668806d4df7a8853f390ac123d5d1f73591ed368bdb8963574ff589",
|
||||
"sha256:accab6974b2758296400120fdcc9d1f37785b2ea2591f00656e1776f058ded6c",
|
||||
"sha256:c1942e107b0243ced9e510d507e0f27aeea9d6b13e0a1b7c06fd52a62e0d41f7",
|
||||
"sha256:c800db3464481e87b1d2b84523b075df1e8fc7856c6f9623dc243f89be1cb604",
|
||||
"sha256:e996d320744ca8342cad6f9454345330d4f06bce129812d032bda3bad6967c5c",
|
||||
"sha256:fa27b51ae4c7013b3700cf0ecf46907d1333ae396fc6511311920485cbce094b"
|
||||
],
|
||||
"markers": "python_version >= '3.9'",
|
||||
"version": "==13.9.1"
|
||||
},
|
||||
"python-dateutil": {
|
||||
"hashes": [
|
||||
"sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3",
|
||||
"sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"
|
||||
],
|
||||
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
|
||||
"version": "==2.9.0.post0"
|
||||
},
|
||||
"s3transfer": {
|
||||
"hashes": [
|
||||
"sha256:3b39185cb72f5acc77db1a58b6e25b977f28d20496b6e58d6813d75f464d632f",
|
||||
"sha256:be6ecb39fadd986ef1701097771f87e4d2f821f27f6071c872143884d2950fbc"
|
||||
],
|
||||
"markers": "python_version >= '3.8'",
|
||||
"version": "==0.11.2"
|
||||
},
|
||||
"scikit-learn": {
|
||||
"hashes": [
|
||||
"sha256:0650e730afb87402baa88afbf31c07b84c98272622aaba002559b614600ca691",
|
||||
"sha256:0c8d036eb937dbb568c6242fa598d551d88fb4399c0344d95c001980ec1c7d36",
|
||||
"sha256:1061b7c028a8663fb9a1a1baf9317b64a257fcb036dae5c8752b2abef31d136f",
|
||||
"sha256:25fc636bdaf1cc2f4a124a116312d837148b5e10872147bdaf4887926b8c03d8",
|
||||
"sha256:2c2cae262064e6a9b77eee1c8e768fc46aa0b8338c6a8297b9b6759720ec0ff2",
|
||||
"sha256:2e69fab4ebfc9c9b580a7a80111b43d214ab06250f8a7ef590a4edf72464dd86",
|
||||
"sha256:2ffa1e9e25b3d93990e74a4be2c2fc61ee5af85811562f1288d5d055880c4322",
|
||||
"sha256:3f59fe08dc03ea158605170eb52b22a105f238a5d512c4470ddeca71feae8e5f",
|
||||
"sha256:44a17798172df1d3c1065e8fcf9019183f06c87609b49a124ebdf57ae6cb0107",
|
||||
"sha256:6849dd3234e87f55dce1db34c89a810b489ead832aaf4d4550b7ea85628be6c1",
|
||||
"sha256:6a7aa5f9908f0f28f4edaa6963c0a6183f1911e63a69aa03782f0d924c830a35",
|
||||
"sha256:70b1d7e85b1c96383f872a519b3375f92f14731e279a7b4c6cfd650cf5dffc52",
|
||||
"sha256:72abc587c75234935e97d09aa4913a82f7b03ee0b74111dcc2881cba3c5a7b33",
|
||||
"sha256:775da975a471c4f6f467725dff0ced5c7ac7bda5e9316b260225b48475279a1b",
|
||||
"sha256:7a1c43c8ec9fde528d664d947dc4c0789be4077a3647f232869f41d9bf50e0fb",
|
||||
"sha256:7a73d457070e3318e32bdb3aa79a8d990474f19035464dfd8bede2883ab5dc3b",
|
||||
"sha256:8634c4bd21a2a813e0a7e3900464e6d593162a29dd35d25bdf0103b3fce60ed5",
|
||||
"sha256:8a600c31592bd7dab31e1c61b9bbd6dea1b3433e67d264d17ce1017dbdce8002",
|
||||
"sha256:926f207c804104677af4857b2c609940b743d04c4c35ce0ddc8ff4f053cddc1b",
|
||||
"sha256:a17c1dea1d56dcda2fac315712f3651a1fea86565b64b48fa1bc090249cbf236",
|
||||
"sha256:b3b00cdc8f1317b5f33191df1386c0befd16625f49d979fe77a8d44cae82410d",
|
||||
"sha256:b4fc2525eca2c69a59260f583c56a7557c6ccdf8deafdba6e060f94c1c59738e",
|
||||
"sha256:b8b7a3b86e411e4bce21186e1c180d792f3d99223dcfa3b4f597ecc92fa1a422",
|
||||
"sha256:c06beb2e839ecc641366000ca84f3cf6fa9faa1777e29cf0c04be6e4d096a348",
|
||||
"sha256:d056391530ccd1e501056160e3c9673b4da4805eb67eb2bdf4e983e1f9c9204e",
|
||||
"sha256:dc4765af3386811c3ca21638f63b9cf5ecf66261cc4815c1db3f1e7dc7b79db2",
|
||||
"sha256:dc5cf3d68c5a20ad6d571584c0750ec641cc46aeef1c1507be51300e6003a7e1",
|
||||
"sha256:e7be3fa5d2eb9be7d77c3734ff1d599151bb523674be9b834e8da6abe132f44e",
|
||||
"sha256:e8ca8cb270fee8f1f76fa9bfd5c3507d60c6438bbee5687f81042e2bb98e5a97",
|
||||
"sha256:fa909b1a36e000a03c382aade0bd2063fd5680ff8b8e501660c0f59f021a6415"
|
||||
],
|
||||
"index": "pypi",
|
||||
"markers": "python_version >= '3.9'",
|
||||
"version": "==1.6.1"
|
||||
},
|
||||
"scipy": {
|
||||
"hashes": [
|
||||
"sha256:033a75ddad1463970c96a88063a1df87ccfddd526437136b6ee81ff0312ebdf6",
|
||||
"sha256:0458839c9f873062db69a03de9a9765ae2e694352c76a16be44f93ea45c28d2b",
|
||||
"sha256:070d10654f0cb6abd295bc96c12656f948e623ec5f9a4eab0ddb1466c000716e",
|
||||
"sha256:09c52320c42d7f5c7748b69e9f0389266fd4f82cf34c38485c14ee976cb8cb04",
|
||||
"sha256:0ac102ce99934b162914b1e4a6b94ca7da0f4058b6d6fd65b0cef330c0f3346f",
|
||||
"sha256:0fb57b30f0017d4afa5fe5f5b150b8f807618819287c21cbe51130de7ccdaed2",
|
||||
"sha256:100193bb72fbff37dbd0bf14322314fc7cbe08b7ff3137f11a34d06dc0ee6b85",
|
||||
"sha256:14eaa373c89eaf553be73c3affb11ec6c37493b7eaaf31cf9ac5dffae700c2e0",
|
||||
"sha256:2114a08daec64980e4b4cbdf5bee90935af66d750146b1d2feb0d3ac30613692",
|
||||
"sha256:21e10b1dd56ce92fba3e786007322542361984f8463c6d37f6f25935a5a6ef52",
|
||||
"sha256:2722a021a7929d21168830790202a75dbb20b468a8133c74a2c0230c72626b6c",
|
||||
"sha256:395be70220d1189756068b3173853029a013d8c8dd5fd3d1361d505b2aa58fa7",
|
||||
"sha256:3fe1d95944f9cf6ba77aa28b82dd6bb2a5b52f2026beb39ecf05304b8392864b",
|
||||
"sha256:491d57fe89927fa1aafbe260f4cfa5ffa20ab9f1435025045a5315006a91b8f5",
|
||||
"sha256:4b17d4220df99bacb63065c76b0d1126d82bbf00167d1730019d2a30d6ae01ea",
|
||||
"sha256:4c9d8fc81d6a3b6844235e6fd175ee1d4c060163905a2becce8e74cb0d7554ce",
|
||||
"sha256:55cc79ce4085c702ac31e49b1e69b27ef41111f22beafb9b49fea67142b696c4",
|
||||
"sha256:5b190b935e7db569960b48840e5bef71dc513314cc4e79a1b7d14664f57fd4ff",
|
||||
"sha256:5bd8d27d44e2c13d0c1124e6a556454f52cd3f704742985f6b09e75e163d20d2",
|
||||
"sha256:5dff14e75cdbcf07cdaa1c7707db6017d130f0af9ac41f6ce443a93318d6c6e0",
|
||||
"sha256:5eb0ca35d4b08e95da99a9f9c400dc9f6c21c424298a0ba876fdc69c7afacedf",
|
||||
"sha256:63b9b6cd0333d0eb1a49de6f834e8aeaefe438df8f6372352084535ad095219e",
|
||||
"sha256:667f950bf8b7c3a23b4199db24cb9bf7512e27e86d0e3813f015b74ec2c6e3df",
|
||||
"sha256:6b3e71893c6687fc5e29208d518900c24ea372a862854c9888368c0b267387ab",
|
||||
"sha256:71ba9a76c2390eca6e359be81a3e879614af3a71dfdabb96d1d7ab33da6f2364",
|
||||
"sha256:74bb864ff7640dea310a1377d8567dc2cb7599c26a79ca852fc184cc851954ac",
|
||||
"sha256:82add84e8a9fb12af5c2c1a3a3f1cb51849d27a580cb9e6bd66226195142be6e",
|
||||
"sha256:837299eec3d19b7e042923448d17d95a86e43941104d33f00da7e31a0f715d3c",
|
||||
"sha256:900f3fa3db87257510f011c292a5779eb627043dd89731b9c461cd16ef76ab3d",
|
||||
"sha256:9f151e9fb60fbf8e52426132f473221a49362091ce7a5e72f8aa41f8e0da4f25",
|
||||
"sha256:af0b61c1de46d0565b4b39c6417373304c1d4f5220004058bdad3061c9fa8a95",
|
||||
"sha256:bc7136626261ac1ed988dca56cfc4ab5180f75e0ee52e58f1e6aa74b5f3eacd5",
|
||||
"sha256:be3deeb32844c27599347faa077b359584ba96664c5c79d71a354b80a0ad0ce0",
|
||||
"sha256:c09aa9d90f3500ea4c9b393ee96f96b0ccb27f2f350d09a47f533293c78ea776",
|
||||
"sha256:c352c1b6d7cac452534517e022f8f7b8d139cd9f27e6fbd9f3cbd0bfd39f5bef",
|
||||
"sha256:c64ded12dcab08afff9e805a67ff4480f5e69993310e093434b10e85dc9d43e1",
|
||||
"sha256:cdde8414154054763b42b74fe8ce89d7f3d17a7ac5dd77204f0e142cdc9239e9",
|
||||
"sha256:ce3a000cd28b4430426db2ca44d96636f701ed12e2b3ca1f2b1dd7abdd84b39a",
|
||||
"sha256:f735bc41bd1c792c96bc426dece66c8723283695f02df61dcc4d0a707a42fc54",
|
||||
"sha256:f82fcf4e5b377f819542fbc8541f7b5fbcf1c0017d0df0bc22c781bf60abc4d8"
|
||||
],
|
||||
"markers": "python_version >= '3.10'",
|
||||
"version": "==1.15.1"
|
||||
},
|
||||
"six": {
|
||||
"hashes": [
|
||||
"sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274",
|
||||
"sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"
|
||||
],
|
||||
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'",
|
||||
"version": "==1.17.0"
|
||||
},
|
||||
"threadpoolctl": {
|
||||
"hashes": [
|
||||
"sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
|
||||
"sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
|
||||
],
|
||||
"markers": "python_version >= '3.8'",
|
||||
"version": "==3.5.0"
|
||||
},
|
||||
"urllib3": {
|
||||
"hashes": [
|
||||
"sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df",
|
||||
"sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"
|
||||
],
|
||||
"markers": "python_version >= '3.9'",
|
||||
"version": "==2.3.0"
|
||||
}
|
||||
},
|
||||
"develop": {}
|
||||
}
|
||||
Binary file not shown.
|
After Width: | Height: | Size: 244 KiB |
|
|
@ -0,0 +1,6 @@
|
|||
PyQt6
|
||||
numpy
|
||||
matplotlib
|
||||
scikit-learn
|
||||
boto3
|
||||
opencv-python
|
||||
|
|
@ -0,0 +1,36 @@
|
|||
import boto3
|
||||
import cv2
|
||||
|
||||
|
||||
class AWSRekognition:
|
||||
def __init__(self):
|
||||
self.rekognition_client = boto3.client(
|
||||
"rekognition", region_name="eu-central-1"
|
||||
)
|
||||
|
||||
def label_image(self, img):
|
||||
result = img.copy()
|
||||
print("Detect Labels")
|
||||
# Convert the image to bytes
|
||||
_, image_bytes = cv2.imencode(".jpg", img)
|
||||
|
||||
# Call the detect_labels method
|
||||
response = self.rekognition_client.detect_labels(
|
||||
Image={"Bytes": image_bytes.tobytes()}, MaxLabels=20, MinConfidence=90
|
||||
)
|
||||
|
||||
# Print the labels
|
||||
for label in response["Labels"]:
|
||||
print(label["Name"], label["Confidence"])
|
||||
|
||||
# Draw bounding boxes around the detected objects
|
||||
for label in response["Labels"]:
|
||||
for instance in label["Instances"]:
|
||||
bounding_box = instance["BoundingBox"]
|
||||
x = int(bounding_box["Left"] * result.shape[1])
|
||||
y = int(bounding_box["Top"] * result.shape[0])
|
||||
w = int(bounding_box["Width"] * result.shape[1])
|
||||
h = int(bounding_box["Height"] * result.shape[0])
|
||||
cv2.rectangle(result, (x, y), (x + w, y + h), (0, 255, 0), 2)
|
||||
|
||||
return result
|
||||
|
|
@ -0,0 +1,80 @@
|
|||
import cv2
|
||||
import numpy as np
|
||||
import matplotlib.pyplot as plt
|
||||
from mpl_toolkits.mplot3d import Axes3D
|
||||
from sklearn.cluster import KMeans
|
||||
|
||||
|
||||
class ColorAnalysis:
|
||||
|
||||
CLUSTERS = None
|
||||
IMAGE = None
|
||||
COLORS = None
|
||||
LABELS = None
|
||||
|
||||
def __init__(self, img, clusters=3):
|
||||
self.CLUSTERS = clusters
|
||||
self.IMAGE = img
|
||||
|
||||
def show3DHistogram(self):
|
||||
# img = Utilities.resize_image(img, 100)
|
||||
|
||||
# resize image# convert from BGR to RGB
|
||||
# img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
|
||||
|
||||
# get rgb values from image to 1D array
|
||||
r, g, b = cv2.split(self.IMAGE)
|
||||
r = r.flatten()
|
||||
g = g.flatten()
|
||||
b = b.flatten()
|
||||
|
||||
# plotting
|
||||
fig = plt.figure()
|
||||
ax = Axes3D(fig)
|
||||
ax.scatter(r, g, b)
|
||||
plt.show()
|
||||
|
||||
def dominantColors(self):
|
||||
img = self.IMAGE
|
||||
# img = Utilities.resize_image(img, 100)
|
||||
# reshaping to a list of pixels
|
||||
img = img.reshape((img.shape[0] * img.shape[1], 3))
|
||||
|
||||
# using k-means to cluster pixels
|
||||
kmeans = KMeans(n_clusters=self.CLUSTERS)
|
||||
kmeans.fit(img)
|
||||
|
||||
# the cluster centers are our dominant colors.
|
||||
self.COLORS = kmeans.cluster_centers_
|
||||
|
||||
# save labels
|
||||
self.LABELS = kmeans.labels_
|
||||
|
||||
# returning after converting to integer from float
|
||||
return self.COLORS.astype(int)
|
||||
|
||||
def rgb_to_hex(self, rgb):
|
||||
return "#%02x%02x%02x" % (int(rgb[0]), int(rgb[1]), int(rgb[2]))
|
||||
|
||||
def plotClusters(self):
|
||||
# plotting
|
||||
fig = plt.figure()
|
||||
ax = Axes3D(fig)
|
||||
for label, pix in zip(self.LABELS, self.IMAGE):
|
||||
ax.scatter(
|
||||
pix[0], pix[1], pix[2], color=self.rgb_to_hex(self.COLORS[label])
|
||||
)
|
||||
plt.show()
|
||||
|
||||
|
||||
def create_visual_output(colors, width, height_max):
|
||||
n_clusters = len(colors)
|
||||
visual_output = 255 * np.ones((height_max, width, 3), np.uint8)
|
||||
height = int(width / n_clusters)
|
||||
box_width = int(width / n_clusters)
|
||||
if height < height_max:
|
||||
visual_output = 255 * np.ones((height, width, 3), np.uint8)
|
||||
|
||||
for i in range(n_clusters):
|
||||
visual_output[:, box_width * i : box_width * (i + 1)] = colors[i]
|
||||
return visual_output
|
||||
|
|
@ -0,0 +1,60 @@
|
|||
import cv2
|
||||
import numpy as np
|
||||
import Utilities
|
||||
|
||||
|
||||
# Task 1
|
||||
# function to stretch an image
|
||||
def stretchHistogram(img):
|
||||
result = img.copy()
|
||||
return result
|
||||
|
||||
|
||||
# Task 2
|
||||
# function to equalize an image
|
||||
def equalizeHistogram(img):
|
||||
result = img.copy()
|
||||
return result
|
||||
|
||||
|
||||
# Hilfsfunktion
|
||||
# function to apply a look-up table onto an image
|
||||
def applyLUT(img, LUT):
|
||||
result = img.copy()
|
||||
return result
|
||||
|
||||
|
||||
# Hilfsfunktion
|
||||
# function to find the minimum an maximum in a histogram
|
||||
def findMinMaxPos(histogram):
|
||||
minPos = 0
|
||||
maxPos = 255
|
||||
return minPos, maxPos
|
||||
|
||||
|
||||
# Hilfsfunktion
|
||||
# function to create a vector containing the histogram
|
||||
def calculateHistogram(img, nrBins):
|
||||
# create histogram vector
|
||||
histogram = np.zeros([nrBins], dtype=int)
|
||||
return histogram
|
||||
|
||||
|
||||
def apply_log(img):
|
||||
result = img.copy()
|
||||
return result
|
||||
|
||||
|
||||
def apply_exp(img):
|
||||
result = img.copy()
|
||||
return result
|
||||
|
||||
|
||||
def apply_inverse(img):
|
||||
result = img.copy()
|
||||
return result
|
||||
|
||||
|
||||
def apply_threshold(img, threshold):
|
||||
result = img.copy()
|
||||
return result
|
||||
|
|
@ -0,0 +1,67 @@
|
|||
import numpy as np
|
||||
import matplotlib.pyplot as plt
|
||||
import datetime as dt
|
||||
import cv2
|
||||
import Utilities
|
||||
|
||||
|
||||
# apply median filter
|
||||
def applyMedianFilter(img, kSize):
|
||||
filtered_img = img.copy()
|
||||
return filtered_img
|
||||
|
||||
|
||||
# create a moving average kernel of arbitrary size
|
||||
def createMovingAverageKernel(kSize):
|
||||
kernel = np.zeros((kSize, kSize))
|
||||
return kernel
|
||||
|
||||
|
||||
def gaussian(x, y, sigmaX, sigmaY, meanX, meanY):
|
||||
result = 1
|
||||
return result
|
||||
|
||||
|
||||
# create a gaussian kernel of arbitrary size
|
||||
def createGaussianKernel(kSize, sigma=None):
|
||||
kernel = np.zeros((kSize, kSize))
|
||||
return kernel
|
||||
|
||||
|
||||
# create a sobel kernel in x direction of size 3x3
|
||||
def createSobelXKernel():
|
||||
kernel = np.zeros((3, 3))
|
||||
return kernel
|
||||
|
||||
|
||||
# create a sobel kernel in y direction of size 3x3
|
||||
def createSobelYKernel():
|
||||
kernel = np.zeros((3, 3))
|
||||
return kernel
|
||||
|
||||
|
||||
def applyKernelInSpatialDomain(img, kernel):
|
||||
filtered_img = img.copy()
|
||||
return filtered_img
|
||||
|
||||
|
||||
# Extra: create an integral image of the given image
|
||||
def createIntegralImage(img):
|
||||
integral_image = img.copy()
|
||||
return integral_image
|
||||
|
||||
|
||||
# Extra: apply the moving average filter by using an integral image
|
||||
def applyMovingAverageFilterWithIntegralImage(img, kSize):
|
||||
filtered_img = img.copy()
|
||||
return filtered_img
|
||||
|
||||
|
||||
# Extra:
|
||||
def applyMovingAverageFilterWithSeperatedKernels(img, kSize):
|
||||
filtered_img = img.copy()
|
||||
return filtered_img
|
||||
|
||||
|
||||
def run_runtime_evaluation(img):
|
||||
pass
|
||||
|
|
@ -0,0 +1,110 @@
|
|||
import numpy as np
|
||||
|
||||
|
||||
def luminanceD65(rgb: np.ndarray) -> np.float64:
|
||||
"""
|
||||
Compute the luminance value of the specified linear RGB values
|
||||
according to the D65 white point.
|
||||
|
||||
@param rgb(np.ndarray): sRGB image
|
||||
|
||||
@returns The luminance value
|
||||
"""
|
||||
return np.float64(rgb @ [0.2126, 0.7152, 0.0722])
|
||||
|
||||
|
||||
# Task 1: Implement some kind of noticeable image manipulation in this function
|
||||
# e.g. channel manipulation, filter you already know, drawings on the image etc.
|
||||
def myFirstImageManipulation(img) -> np.ndarray:
|
||||
"""
|
||||
Convert each pixel in the input image using the D65 luminance formula.
|
||||
|
||||
This function takes a NumPy array `img` as input and returns a new array with
|
||||
each pixel value replaced by its corresponding D65 luminance value. The output
|
||||
array maintains the same dimensions and data type as the input array, but each
|
||||
pixel is processed through this specific transformation.
|
||||
|
||||
Parameters:
|
||||
- img (ndarray): The input image data array of shape (height, width).
|
||||
|
||||
Returns:
|
||||
- ndarray: An array where each pixel has been replaced by its D65
|
||||
luminance value from the original image.
|
||||
"""
|
||||
result = img.copy()
|
||||
|
||||
for x in range(0, result.shape[0]):
|
||||
for y in range(0, result.shape[1]):
|
||||
|
||||
result[x][y] = luminanceD65(img[x][y])
|
||||
|
||||
return result
|
||||
|
||||
|
||||
# Task 2: Return the basic image properties to the console:
|
||||
# width, height,
|
||||
# the color of the first pixel of the image,
|
||||
# Color of the first pixel in the second row
|
||||
# Color of the first pixel in the second column
|
||||
# This function should work for images with three channels
|
||||
def imageSize(img: np.ndarray) -> list[int]:
|
||||
"""Get the height and width dimensions of an image array.
|
||||
|
||||
Args:
|
||||
img (np.ndarray): A numpy array representing the image.
|
||||
|
||||
Returns:
|
||||
list[int]: A two-element list containing [height, width] dimensions of the image.
|
||||
|
||||
Note:
|
||||
The function works for any multi-dimensional numpy array. It returns
|
||||
a list with the first two dimensions regardless of whether they are 2D or higher.
|
||||
"""
|
||||
return [img.shape[0], img.shape[1]]
|
||||
|
||||
|
||||
def getPixelColor(img):
|
||||
"""
|
||||
Retrieve color information from specific pixels in an image array.
|
||||
|
||||
This function processes an RGB image array and returns a list of color values
|
||||
based on predefined positions. It is designed to handle multi-channel images,
|
||||
extracting information such as first pixel of each row, specific channels,
|
||||
and other notable points within the image data.
|
||||
|
||||
Parameters:
|
||||
img (np.ndarray): The input image data array containing RGB or grayscale values.
|
||||
|
||||
Returns:
|
||||
list: A structured list of color values extracted from different positions
|
||||
in the image. This includes colors from specified rows, columns,
|
||||
and channels where applicable.
|
||||
"""
|
||||
return [img[0][1], img[1][0]]
|
||||
|
||||
|
||||
# Task 3: Separate the given channels of a colour image in this function and return it as separate image
|
||||
def returnChannel(img: np.ndarray, channel: int) -> np.ndarray:
|
||||
"""
|
||||
Splits an image into a separate channel or keeps only the specified color channel.
|
||||
|
||||
Parameters:
|
||||
- img: Input np.ndarray (required). This should be a color image array in RGB format.
|
||||
If it's grayscale, this method might not work correctly as it expects three channels.
|
||||
- channel: int (required). The index of the channel to keep. It can be 0 for red, 1 for green, or 2 for blue.
|
||||
|
||||
Returns:
|
||||
- np.ndarray: A new image array where only the specified color channel is non-zero,
|
||||
and other channels are zeroed out.
|
||||
"""
|
||||
result = img.copy()
|
||||
|
||||
for x in range(0, result.shape[0]):
|
||||
for y in range(0, result.shape[1]):
|
||||
for c in range(0, 3):
|
||||
if c == channel:
|
||||
continue
|
||||
|
||||
result[x][y][c] = 0
|
||||
|
||||
return result
|
||||
|
|
@ -0,0 +1,262 @@
|
|||
from PyQt6.QtWidgets import QLabel, QGraphicsView, QGraphicsScene, QGraphicsPixmapItem
|
||||
from PyQt6.QtGui import QTransform
|
||||
from PyQt6.QtCore import Qt
|
||||
|
||||
|
||||
class ImagePlotter(QGraphicsView):
|
||||
def __init__(self, parent=None):
|
||||
super(ImagePlotter, self).__init__(parent)
|
||||
|
||||
self.scene = QGraphicsScene()
|
||||
# self.setAlignment(Qt.AlignCenter)
|
||||
self.zoom_level = 0
|
||||
|
||||
def show_image(self, image):
|
||||
self.scene.clear()
|
||||
item = QGraphicsPixmapItem(image)
|
||||
self.scene.addItem(item)
|
||||
self.setScene(self.scene)
|
||||
|
||||
scene_rect = self.scene.itemsBoundingRect()
|
||||
|
||||
self.fitInView(scene_rect, Qt.AspectRatioMode.KeepAspectRatio)
|
||||
print(self.scene.sceneRect().width())
|
||||
print(self.width())
|
||||
self.show()
|
||||
|
||||
def wheelEvent(self, event):
|
||||
# Get the current zoom level of the view
|
||||
self.zoom_level = self.transform().m11()
|
||||
print(self.zoom_level)
|
||||
zoom = self.transform().m11()
|
||||
|
||||
# Calculate the new zoom level based on the direction of the mouse wheel
|
||||
if event.angleDelta().y() > 0:
|
||||
zoom *= 1.2
|
||||
else:
|
||||
zoom /= 1.2
|
||||
|
||||
# Set the new zoom level of the view
|
||||
self.setTransform(QTransform().scale(zoom, zoom))
|
||||
|
||||
|
||||
class ImagePlotter2(QLabel):
|
||||
def __init__(self, parent=None):
|
||||
super(ImagePlotter2, self).__init__(parent)
|
||||
self.setMouseTracking(True)
|
||||
self.setCursor(Qt.CrossCursor)
|
||||
|
||||
# def mouseMoveEvent(self, event):
|
||||
# cursor_pos = event.pos()
|
||||
# print("Cursor position:", cursor_pos.x(), cursor_pos.y())
|
||||
|
||||
def mousePressEvent(self, event):
|
||||
cursor_pos = event.pos()
|
||||
pixmap = self.pixmap()
|
||||
label_pos = self.pos()
|
||||
pixmap_rect = pixmap.rect()
|
||||
|
||||
pixmap_pos = label_pos + pixmap_rect.topLeft()
|
||||
|
||||
pixel_color = pixmap.toImage().pixelColor(0, 0)
|
||||
red = pixel_color.red()
|
||||
green = pixel_color.green()
|
||||
blue = pixel_color.blue()
|
||||
|
||||
print("RGB value of pixel at position (10, 10):", red, green, blue)
|
||||
|
||||
print(
|
||||
"Position of pixmap top left:",
|
||||
pixmap_rect.topLeft().x(),
|
||||
pixmap_rect.topLeft().y(),
|
||||
)
|
||||
print("Position of pixmap in QLabel:", pixmap_pos.x(), pixmap_pos.y())
|
||||
print("Label pos:", label_pos.x(), label_pos.y())
|
||||
# image_pos = self.mapFrom(self., cursor_pos)
|
||||
|
||||
|
||||
# print("Mouse clicked at:", event.pos().x(), event.pos().y())
|
||||
# print("Mouse clicked at:", image_pos.x(), image_pos.y())
|
||||
|
||||
|
||||
from PyQt6.QtGui import QImage, QPixmap, QPainter
|
||||
from PyQt6 import QtCore, QtGui, QtWidgets
|
||||
|
||||
|
||||
__author__ = "Atinderpal Singh"
|
||||
__license__ = "MIT"
|
||||
__version__ = "1.0"
|
||||
__email__ = "atinderpalap@gmail.com"
|
||||
|
||||
|
||||
class ImagePlotter3(QLabel):
|
||||
"""Basic image viewer class to show an image with zoom and pan functionaities.
|
||||
Requirement: Qt's Qlabel widget name where the image will be drawn/displayed.
|
||||
"""
|
||||
|
||||
def __init__(self, parent=None):
|
||||
super(ImagePlotter3, self).__init__(parent)
|
||||
self.qlabel_image = (
|
||||
QLabel()
|
||||
) # widget/window name where image is displayed (I'm usiing qlabel)
|
||||
self.qimage_scaled = QImage() # scaled image to fit to the size of qlabel_image
|
||||
self.qpixmap = QPixmap() # qpixmap to fill the qlabel_image
|
||||
|
||||
self.zoomX = 1 # zoom factor w.r.t size of qlabel_image
|
||||
self.position = [
|
||||
0,
|
||||
0,
|
||||
] # position of top left corner of qimage_label w.r.t. qimage_scaled
|
||||
self.panFlag = False # to enable or disable pan
|
||||
|
||||
self.qlabel_image.setSizePolicy(
|
||||
QtWidgets.QSizePolicy.Ignored, QtWidgets.QSizePolicy.Ignored
|
||||
)
|
||||
self.__connectEvents()
|
||||
|
||||
def __connectEvents(self):
|
||||
# Mouse events
|
||||
self.qlabel_image.mousePressEvent = self.mousePressAction
|
||||
self.qlabel_image.mouseMoveEvent = self.mouseMoveAction
|
||||
self.qlabel_image.mouseReleaseEvent = self.mouseReleaseAction
|
||||
|
||||
def onResize(self):
|
||||
"""things to do when qlabel_image is resized"""
|
||||
self.qpixmap = QPixmap(self.qlabel_image.size())
|
||||
self.qpixmap.fill(QtCore.Qt.gray)
|
||||
self.qimage_scaled = self.qimage.scaled(
|
||||
self.qlabel_image.width() * self.zoomX,
|
||||
self.qlabel_image.height() * self.zoomX,
|
||||
QtCore.Qt.KeepAspectRatio,
|
||||
)
|
||||
self.update()
|
||||
|
||||
def loadImage(self, input_image):
|
||||
"""To load and display new image."""
|
||||
self.qimage = input_image.toImage()
|
||||
print(self.qimage.width())
|
||||
self.qpixmap = QPixmap(self.qlabel_image.size())
|
||||
if not self.qimage.isNull():
|
||||
# reset Zoom factor and Pan position
|
||||
self.zoomX = 1
|
||||
self.position = [0, 0]
|
||||
self.qimage_scaled = self.qimage.scaled(
|
||||
self.qlabel_image.width(),
|
||||
self.qlabel_image.height(),
|
||||
QtCore.Qt.KeepAspectRatio,
|
||||
)
|
||||
self.update()
|
||||
else:
|
||||
self.statusbar.showMessage("Cannot open this image! Try another one.", 5000)
|
||||
|
||||
def update(self):
|
||||
"""This function actually draws the scaled image to the qlabel_image.
|
||||
It will be repeatedly called when zooming or panning.
|
||||
So, I tried to include only the necessary operations required just for these tasks.
|
||||
"""
|
||||
if not self.qimage_scaled.isNull():
|
||||
# check if position is within limits to prevent unbounded panning.
|
||||
px, py = self.position
|
||||
px = (
|
||||
px
|
||||
if (px <= self.qimage_scaled.width() - self.qlabel_image.width())
|
||||
else (self.qimage_scaled.width() - self.qlabel_image.width())
|
||||
)
|
||||
py = (
|
||||
py
|
||||
if (py <= self.qimage_scaled.height() - self.qlabel_image.height())
|
||||
else (self.qimage_scaled.height() - self.qlabel_image.height())
|
||||
)
|
||||
px = px if (px >= 0) else 0
|
||||
py = py if (py >= 0) else 0
|
||||
self.position = (px, py)
|
||||
|
||||
if self.zoomX == 1:
|
||||
self.qpixmap.fill(QtCore.Qt.white)
|
||||
|
||||
# the act of painting the qpixamp
|
||||
painter = QPainter()
|
||||
painter.begin(self.qpixmap)
|
||||
painter.drawImage(
|
||||
QtCore.QPoint(0, 0),
|
||||
self.qimage_scaled,
|
||||
QtCore.QRect(
|
||||
self.position[0],
|
||||
self.position[1],
|
||||
self.qlabel_image.width(),
|
||||
self.qlabel_image.height(),
|
||||
),
|
||||
)
|
||||
painter.end()
|
||||
|
||||
self.qlabel_image.setPixmap(self.qpixmap)
|
||||
else:
|
||||
pass
|
||||
|
||||
def mousePressAction(self, QMouseEvent):
|
||||
x, y = QMouseEvent.pos().x(), QMouseEvent.pos().y()
|
||||
# print(x,y)
|
||||
if self.panFlag:
|
||||
self.pressed = QMouseEvent.pos() # starting point of drag vector
|
||||
self.anchor = self.position # save the pan position when panning starts
|
||||
print("Label pos:")
|
||||
|
||||
def mouseMoveAction(self, QMouseEvent):
|
||||
x, y = QMouseEvent.pos().x(), QMouseEvent.pos().y()
|
||||
if self.pressed:
|
||||
dx, dy = (
|
||||
x - self.pressed.x(),
|
||||
y - self.pressed.y(),
|
||||
) # calculate the drag vector
|
||||
self.position = (
|
||||
self.anchor[0] - dx,
|
||||
self.anchor[1] - dy,
|
||||
) # update pan position using drag vector
|
||||
self.update()
|
||||
|
||||
# show the image with udated pan position
|
||||
|
||||
print("Label pos:")
|
||||
|
||||
def mouseReleaseAction(self, QMouseEvent):
|
||||
self.pressed = None # clear the starting point of drag vector
|
||||
|
||||
def zoomPlus(self):
|
||||
self.zoomX += 1
|
||||
px, py = self.position
|
||||
px += self.qlabel_image.width() / 2
|
||||
py += self.qlabel_image.height() / 2
|
||||
self.position = (px, py)
|
||||
self.qimage_scaled = self.qimage.scaled(
|
||||
self.qlabel_image.width() * self.zoomX,
|
||||
self.qlabel_image.height() * self.zoomX,
|
||||
QtCore.Qt.KeepAspectRatio,
|
||||
)
|
||||
self.update()
|
||||
|
||||
def zoomMinus(self):
|
||||
if self.zoomX > 1:
|
||||
self.zoomX -= 1
|
||||
px, py = self.position
|
||||
px -= self.qlabel_image.width() / 2
|
||||
py -= self.qlabel_image.height() / 2
|
||||
self.position = (px, py)
|
||||
self.qimage_scaled = self.qimage.scaled(
|
||||
self.qlabel_image.width() * self.zoomX,
|
||||
self.qlabel_image.height() * self.zoomX,
|
||||
QtCore.Qt.KeepAspectRatio,
|
||||
)
|
||||
self.update()
|
||||
|
||||
def resetZoom(self):
|
||||
self.zoomX = 1
|
||||
self.position = [0, 0]
|
||||
self.qimage_scaled = self.qimage.scaled(
|
||||
self.qlabel_image.width() * self.zoomX,
|
||||
self.qlabel_image.height() * self.zoomX,
|
||||
QtCore.Qt.KeepAspectRatio,
|
||||
)
|
||||
self.update()
|
||||
|
||||
def enablePan(self, value):
|
||||
self.panFlag = value
|
||||
|
|
@ -0,0 +1,60 @@
|
|||
# Imports
|
||||
from PyQt6 import QtWidgets
|
||||
from matplotlib.figure import Figure
|
||||
from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as Canvas
|
||||
import matplotlib
|
||||
|
||||
# Ensure using PyQt5 backend
|
||||
matplotlib.use("QT5Agg")
|
||||
|
||||
|
||||
# Matplotlib canvas class to create figure
|
||||
class MplCanvas(Canvas):
|
||||
def __init__(self):
|
||||
self.fig = Figure(figsize=(5, 2))
|
||||
self.ax = self.fig.add_subplot(111)
|
||||
Canvas.__init__(self, self.fig)
|
||||
# Canvas.setSizePolicy(self, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
|
||||
Canvas.updateGeometry(self)
|
||||
|
||||
|
||||
# Matplotlib widget
|
||||
class MplWidget(QtWidgets.QWidget):
|
||||
_controller = None
|
||||
|
||||
def __init__(self, parent=None):
|
||||
QtWidgets.QWidget.__init__(self, parent) # Inherit from QWidget
|
||||
self.canvas = MplCanvas() # Create canvas object
|
||||
self.vbl = QtWidgets.QVBoxLayout() # Set box for plotting
|
||||
self.vbl.addWidget(self.canvas)
|
||||
self.setLayout(self.vbl)
|
||||
|
||||
@property
|
||||
def controller(self):
|
||||
return self._image
|
||||
|
||||
@controller.setter
|
||||
def controller(self, controller):
|
||||
self._controller = controller
|
||||
|
||||
def drawHistogram(self, img):
|
||||
self.canvas.ax.cla()
|
||||
|
||||
histogram = self._controller.calculate_histogram(img)
|
||||
color = ("b", "g", "r")
|
||||
|
||||
if len(histogram) == 1:
|
||||
color = "b"
|
||||
|
||||
for i, col in enumerate(color):
|
||||
self.canvas.ax.plot(histogram[i], color=col)
|
||||
self.canvas.ax.set_xlim([0, 256])
|
||||
# self.canvas.figure.set_size_inches(2,2)
|
||||
|
||||
self.canvas.fig.tight_layout()
|
||||
self.canvas.draw()
|
||||
|
||||
def save_histogram(self, str):
|
||||
if self.canvas.fig is not None:
|
||||
# Speichere die Figur als Bild
|
||||
self.canvas.fig.savefig(str, dpi=300)
|
||||
|
|
@ -0,0 +1,779 @@
|
|||
# Form implementation generated from reading ui file 'Playground_UI.ui'
|
||||
#
|
||||
# Created by: PyQt6 UI code generator 6.6.0
|
||||
#
|
||||
# WARNING: Any manual changes made to this file will be lost when pyuic6 is
|
||||
# run again. Do not edit this file unless you know what you are doing.
|
||||
|
||||
|
||||
from PyQt6 import QtCore, QtGui, QtWidgets
|
||||
|
||||
|
||||
class Ui_MainWindow(object):
|
||||
def setupUi(self, MainWindow):
|
||||
MainWindow.setObjectName("MainWindow")
|
||||
MainWindow.resize(1259, 858)
|
||||
self.centralwidget = QtWidgets.QWidget(parent=MainWindow)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Maximum
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.centralwidget.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.centralwidget.setSizePolicy(sizePolicy)
|
||||
self.centralwidget.setObjectName("centralwidget")
|
||||
self.horizontalLayout_5 = QtWidgets.QHBoxLayout(self.centralwidget)
|
||||
self.horizontalLayout_5.setObjectName("horizontalLayout_5")
|
||||
self.horizontalLayout = QtWidgets.QHBoxLayout()
|
||||
self.horizontalLayout.setSizeConstraint(
|
||||
QtWidgets.QLayout.SizeConstraint.SetDefaultConstraint
|
||||
)
|
||||
self.horizontalLayout.setSpacing(7)
|
||||
self.horizontalLayout.setObjectName("horizontalLayout")
|
||||
self.layout_left = QtWidgets.QVBoxLayout()
|
||||
self.layout_left.setObjectName("layout_left")
|
||||
self.tab_widget_image = QtWidgets.QTabWidget(parent=self.centralwidget)
|
||||
self.tab_widget_image.setMinimumSize(QtCore.QSize(500, 500))
|
||||
self.tab_widget_image.setAutoFillBackground(True)
|
||||
self.tab_widget_image.setObjectName("tab_widget_image")
|
||||
self.tab_output_image = QtWidgets.QWidget()
|
||||
self.tab_output_image.setAutoFillBackground(False)
|
||||
self.tab_output_image.setObjectName("tab_output_image")
|
||||
self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.tab_output_image)
|
||||
self.verticalLayout_3.setObjectName("verticalLayout_3")
|
||||
self.label_output_image = QtWidgets.QLabel(parent=self.tab_output_image)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.MinimumExpanding,
|
||||
QtWidgets.QSizePolicy.Policy.MinimumExpanding,
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.label_output_image.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.label_output_image.setSizePolicy(sizePolicy)
|
||||
self.label_output_image.setFrameShape(QtWidgets.QFrame.Shape.Box)
|
||||
self.label_output_image.setFrameShadow(QtWidgets.QFrame.Shadow.Plain)
|
||||
self.label_output_image.setScaledContents(False)
|
||||
self.label_output_image.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
|
||||
self.label_output_image.setObjectName("label_output_image")
|
||||
self.verticalLayout_3.addWidget(self.label_output_image)
|
||||
self.pushButton_reset_output_image = QtWidgets.QPushButton(
|
||||
parent=self.tab_output_image
|
||||
)
|
||||
self.pushButton_reset_output_image.setObjectName(
|
||||
"pushButton_reset_output_image"
|
||||
)
|
||||
self.verticalLayout_3.addWidget(self.pushButton_reset_output_image)
|
||||
self.pushButton_overwrite_input_image = QtWidgets.QPushButton(
|
||||
parent=self.tab_output_image
|
||||
)
|
||||
self.pushButton_overwrite_input_image.setObjectName(
|
||||
"pushButton_overwrite_input_image"
|
||||
)
|
||||
self.verticalLayout_3.addWidget(self.pushButton_overwrite_input_image)
|
||||
self.tab_widget_image.addTab(self.tab_output_image, "")
|
||||
self.tab_input_image = QtWidgets.QWidget()
|
||||
self.tab_input_image.setObjectName("tab_input_image")
|
||||
self.verticalLayout_4 = QtWidgets.QVBoxLayout(self.tab_input_image)
|
||||
self.verticalLayout_4.setObjectName("verticalLayout_4")
|
||||
self.label_input_image = QtWidgets.QLabel(parent=self.tab_input_image)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.MinimumExpanding,
|
||||
QtWidgets.QSizePolicy.Policy.MinimumExpanding,
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.label_input_image.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.label_input_image.setSizePolicy(sizePolicy)
|
||||
self.label_input_image.setAutoFillBackground(False)
|
||||
self.label_input_image.setFrameShape(QtWidgets.QFrame.Shape.Box)
|
||||
self.label_input_image.setScaledContents(False)
|
||||
self.label_input_image.setAlignment(QtCore.Qt.AlignmentFlag.AlignCenter)
|
||||
self.label_input_image.setObjectName("label_input_image")
|
||||
self.verticalLayout_4.addWidget(self.label_input_image)
|
||||
self.tab_widget_image.addTab(self.tab_input_image, "")
|
||||
self.layout_left.addWidget(self.tab_widget_image)
|
||||
self.line = QtWidgets.QFrame(parent=self.centralwidget)
|
||||
self.line.setFrameShape(QtWidgets.QFrame.Shape.HLine)
|
||||
self.line.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
|
||||
self.line.setObjectName("line")
|
||||
self.layout_left.addWidget(self.line)
|
||||
self.text_output = QtWidgets.QTextBrowser(parent=self.centralwidget)
|
||||
self.text_output.setMinimumSize(QtCore.QSize(0, 150))
|
||||
self.text_output.setObjectName("text_output")
|
||||
self.layout_left.addWidget(
|
||||
self.text_output, 0, QtCore.Qt.AlignmentFlag.AlignBottom
|
||||
)
|
||||
self.horizontalLayout.addLayout(self.layout_left)
|
||||
self.vertical_line = QtWidgets.QFrame(parent=self.centralwidget)
|
||||
self.vertical_line.setFrameShape(QtWidgets.QFrame.Shape.VLine)
|
||||
self.vertical_line.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
|
||||
self.vertical_line.setObjectName("vertical_line")
|
||||
self.horizontalLayout.addWidget(self.vertical_line)
|
||||
self.layout_right = QtWidgets.QVBoxLayout()
|
||||
self.layout_right.setObjectName("layout_right")
|
||||
self.label = QtWidgets.QLabel(parent=self.centralwidget)
|
||||
self.label.setObjectName("label")
|
||||
self.layout_right.addWidget(self.label)
|
||||
self.widget_histogram = MplWidget(parent=self.centralwidget)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.widget_histogram.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.widget_histogram.setSizePolicy(sizePolicy)
|
||||
self.widget_histogram.setMinimumSize(QtCore.QSize(400, 250))
|
||||
self.widget_histogram.setAutoFillBackground(True)
|
||||
self.widget_histogram.setObjectName("widget_histogram")
|
||||
self.layout_right.addWidget(self.widget_histogram)
|
||||
self.horizontal_line = QtWidgets.QFrame(parent=self.centralwidget)
|
||||
self.horizontal_line.setContextMenuPolicy(
|
||||
QtCore.Qt.ContextMenuPolicy.PreventContextMenu
|
||||
)
|
||||
self.horizontal_line.setFrameShape(QtWidgets.QFrame.Shape.HLine)
|
||||
self.horizontal_line.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
|
||||
self.horizontal_line.setObjectName("horizontal_line")
|
||||
self.layout_right.addWidget(self.horizontal_line)
|
||||
self.tabWidget_controller = QtWidgets.QTabWidget(parent=self.centralwidget)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Expanding
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.tabWidget_controller.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.tabWidget_controller.setSizePolicy(sizePolicy)
|
||||
self.tabWidget_controller.setMinimumSize(QtCore.QSize(400, 0))
|
||||
self.tabWidget_controller.setObjectName("tabWidget_controller")
|
||||
self.tab_image_analysis = QtWidgets.QWidget()
|
||||
self.tab_image_analysis.setObjectName("tab_image_analysis")
|
||||
self.verticalLayout_7 = QtWidgets.QVBoxLayout(self.tab_image_analysis)
|
||||
self.verticalLayout_7.setObjectName("verticalLayout_7")
|
||||
self.tabWidget_analysis = QtWidgets.QTabWidget(parent=self.tab_image_analysis)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Maximum,
|
||||
QtWidgets.QSizePolicy.Policy.MinimumExpanding,
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.tabWidget_analysis.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.tabWidget_analysis.setSizePolicy(sizePolicy)
|
||||
self.tabWidget_analysis.setMinimumSize(QtCore.QSize(380, 0))
|
||||
self.tabWidget_analysis.setObjectName("tabWidget_analysis")
|
||||
self.widget_image_information = QtWidgets.QWidget()
|
||||
self.widget_image_information.setObjectName("widget_image_information")
|
||||
self.verticalLayout_8 = QtWidgets.QVBoxLayout(self.widget_image_information)
|
||||
self.verticalLayout_8.setObjectName("verticalLayout_8")
|
||||
self.widget = QtWidgets.QWidget(parent=self.widget_image_information)
|
||||
self.widget.setObjectName("widget")
|
||||
self.formLayout = QtWidgets.QFormLayout(self.widget)
|
||||
self.formLayout.setObjectName("formLayout")
|
||||
self.label_height_text = QtWidgets.QLabel(parent=self.widget)
|
||||
self.label_height_text.setObjectName("label_height_text")
|
||||
self.formLayout.setWidget(
|
||||
0, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_height_text
|
||||
)
|
||||
self.label_height_image = QtWidgets.QLabel(parent=self.widget)
|
||||
self.label_height_image.setObjectName("label_height_image")
|
||||
self.formLayout.setWidget(
|
||||
0, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_height_image
|
||||
)
|
||||
self.label_width_text = QtWidgets.QLabel(parent=self.widget)
|
||||
self.label_width_text.setObjectName("label_width_text")
|
||||
self.formLayout.setWidget(
|
||||
1, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_width_text
|
||||
)
|
||||
self.label_width_image = QtWidgets.QLabel(parent=self.widget)
|
||||
self.label_width_image.setObjectName("label_width_image")
|
||||
self.formLayout.setWidget(
|
||||
1, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_width_image
|
||||
)
|
||||
self.verticalLayout_8.addWidget(self.widget)
|
||||
self.groupBox_2 = QtWidgets.QGroupBox(parent=self.widget_image_information)
|
||||
self.groupBox_2.setObjectName("groupBox_2")
|
||||
self.formLayout_4 = QtWidgets.QFormLayout(self.groupBox_2)
|
||||
self.formLayout_4.setObjectName("formLayout_4")
|
||||
self.label_4 = QtWidgets.QLabel(parent=self.groupBox_2)
|
||||
self.label_4.setObjectName("label_4")
|
||||
self.formLayout_4.setWidget(
|
||||
0, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_4
|
||||
)
|
||||
self.label_color_pixel1 = QtWidgets.QLabel(parent=self.groupBox_2)
|
||||
self.label_color_pixel1.setObjectName("label_color_pixel1")
|
||||
self.formLayout_4.setWidget(
|
||||
0, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_color_pixel1
|
||||
)
|
||||
self.label_5 = QtWidgets.QLabel(parent=self.groupBox_2)
|
||||
self.label_5.setObjectName("label_5")
|
||||
self.formLayout_4.setWidget(
|
||||
1, QtWidgets.QFormLayout.ItemRole.LabelRole, self.label_5
|
||||
)
|
||||
self.label_color_pixel2 = QtWidgets.QLabel(parent=self.groupBox_2)
|
||||
self.label_color_pixel2.setObjectName("label_color_pixel2")
|
||||
self.formLayout_4.setWidget(
|
||||
1, QtWidgets.QFormLayout.ItemRole.FieldRole, self.label_color_pixel2
|
||||
)
|
||||
self.verticalLayout_8.addWidget(self.groupBox_2)
|
||||
self.groupBox = QtWidgets.QGroupBox(parent=self.widget_image_information)
|
||||
self.groupBox.setObjectName("groupBox")
|
||||
self.horizontalLayout_4 = QtWidgets.QHBoxLayout(self.groupBox)
|
||||
self.horizontalLayout_4.setObjectName("horizontalLayout_4")
|
||||
self.pushButton_show_channel1 = QtWidgets.QPushButton(parent=self.groupBox)
|
||||
self.pushButton_show_channel1.setObjectName("pushButton_show_channel1")
|
||||
self.horizontalLayout_4.addWidget(self.pushButton_show_channel1)
|
||||
self.pushButton_show_channel2 = QtWidgets.QPushButton(parent=self.groupBox)
|
||||
self.pushButton_show_channel2.setObjectName("pushButton_show_channel2")
|
||||
self.horizontalLayout_4.addWidget(self.pushButton_show_channel2)
|
||||
self.pushButton_show_channel3 = QtWidgets.QPushButton(parent=self.groupBox)
|
||||
self.pushButton_show_channel3.setObjectName("pushButton_show_channel3")
|
||||
self.horizontalLayout_4.addWidget(self.pushButton_show_channel3)
|
||||
self.verticalLayout_8.addWidget(self.groupBox)
|
||||
self.pushButton_do_image_manipulation = QtWidgets.QPushButton(
|
||||
parent=self.widget_image_information
|
||||
)
|
||||
self.pushButton_do_image_manipulation.setObjectName(
|
||||
"pushButton_do_image_manipulation"
|
||||
)
|
||||
self.verticalLayout_8.addWidget(self.pushButton_do_image_manipulation)
|
||||
spacerItem = QtWidgets.QSpacerItem(
|
||||
20,
|
||||
40,
|
||||
QtWidgets.QSizePolicy.Policy.Minimum,
|
||||
QtWidgets.QSizePolicy.Policy.Expanding,
|
||||
)
|
||||
self.verticalLayout_8.addItem(spacerItem)
|
||||
self.tabWidget_analysis.addTab(self.widget_image_information, "")
|
||||
self.widget_color_analysis = QtWidgets.QWidget()
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.widget_color_analysis.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.widget_color_analysis.setSizePolicy(sizePolicy)
|
||||
self.widget_color_analysis.setObjectName("widget_color_analysis")
|
||||
self.verticalLayout_5 = QtWidgets.QVBoxLayout(self.widget_color_analysis)
|
||||
self.verticalLayout_5.setObjectName("verticalLayout_5")
|
||||
self.verticalLayout_color_analysis = QtWidgets.QVBoxLayout()
|
||||
self.verticalLayout_color_analysis.setObjectName(
|
||||
"verticalLayout_color_analysis"
|
||||
)
|
||||
self.label_color_analysis = QtWidgets.QLabel(parent=self.widget_color_analysis)
|
||||
self.label_color_analysis.setMaximumSize(QtCore.QSize(16777215, 20))
|
||||
self.label_color_analysis.setScaledContents(False)
|
||||
self.label_color_analysis.setAlignment(
|
||||
QtCore.Qt.AlignmentFlag.AlignLeading
|
||||
| QtCore.Qt.AlignmentFlag.AlignLeft
|
||||
| QtCore.Qt.AlignmentFlag.AlignTop
|
||||
)
|
||||
self.label_color_analysis.setObjectName("label_color_analysis")
|
||||
self.verticalLayout_color_analysis.addWidget(self.label_color_analysis)
|
||||
self.horizontalSlider_color_clusters = QtWidgets.QSlider(
|
||||
parent=self.widget_color_analysis
|
||||
)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Fixed
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.horizontalSlider_color_clusters.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.horizontalSlider_color_clusters.setSizePolicy(sizePolicy)
|
||||
self.horizontalSlider_color_clusters.setMinimumSize(QtCore.QSize(370, 0))
|
||||
self.horizontalSlider_color_clusters.setSizeIncrement(QtCore.QSize(380, 0))
|
||||
self.horizontalSlider_color_clusters.setMinimum(1)
|
||||
self.horizontalSlider_color_clusters.setMaximum(10)
|
||||
self.horizontalSlider_color_clusters.setSliderPosition(3)
|
||||
self.horizontalSlider_color_clusters.setOrientation(
|
||||
QtCore.Qt.Orientation.Horizontal
|
||||
)
|
||||
self.horizontalSlider_color_clusters.setTickPosition(
|
||||
QtWidgets.QSlider.TickPosition.TicksBelow
|
||||
)
|
||||
self.horizontalSlider_color_clusters.setTickInterval(1)
|
||||
self.horizontalSlider_color_clusters.setObjectName(
|
||||
"horizontalSlider_color_clusters"
|
||||
)
|
||||
self.verticalLayout_color_analysis.addWidget(
|
||||
self.horizontalSlider_color_clusters
|
||||
)
|
||||
self.line_2 = QtWidgets.QFrame(parent=self.widget_color_analysis)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Fixed
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(self.line_2.sizePolicy().hasHeightForWidth())
|
||||
self.line_2.setSizePolicy(sizePolicy)
|
||||
self.line_2.setMinimumSize(QtCore.QSize(370, 0))
|
||||
self.line_2.setSizeIncrement(QtCore.QSize(370, 0))
|
||||
self.line_2.setFrameShape(QtWidgets.QFrame.Shape.HLine)
|
||||
self.line_2.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
|
||||
self.line_2.setObjectName("line_2")
|
||||
self.verticalLayout_color_analysis.addWidget(self.line_2)
|
||||
self.label_image_color_analysis_output = QtWidgets.QLabel(
|
||||
parent=self.widget_color_analysis
|
||||
)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Maximum, QtWidgets.QSizePolicy.Policy.Preferred
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.label_image_color_analysis_output.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.label_image_color_analysis_output.setSizePolicy(sizePolicy)
|
||||
self.label_image_color_analysis_output.setMinimumSize(QtCore.QSize(370, 0))
|
||||
self.label_image_color_analysis_output.setAlignment(
|
||||
QtCore.Qt.AlignmentFlag.AlignCenter
|
||||
)
|
||||
self.label_image_color_analysis_output.setObjectName(
|
||||
"label_image_color_analysis_output"
|
||||
)
|
||||
self.verticalLayout_color_analysis.addWidget(
|
||||
self.label_image_color_analysis_output
|
||||
)
|
||||
self.verticalLayout_5.addLayout(self.verticalLayout_color_analysis)
|
||||
self.tabWidget_analysis.addTab(self.widget_color_analysis, "")
|
||||
self.verticalLayout_7.addWidget(self.tabWidget_analysis)
|
||||
self.tabWidget_controller.addTab(self.tab_image_analysis, "")
|
||||
self.tab_geometric_adjustments = QtWidgets.QWidget()
|
||||
self.tab_geometric_adjustments.setObjectName("tab_geometric_adjustments")
|
||||
self.gridLayout_2 = QtWidgets.QGridLayout(self.tab_geometric_adjustments)
|
||||
self.gridLayout_2.setObjectName("gridLayout_2")
|
||||
self.lineEdit_image_width = QtWidgets.QLineEdit(
|
||||
parent=self.tab_geometric_adjustments
|
||||
)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.lineEdit_image_width.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.lineEdit_image_width.setSizePolicy(sizePolicy)
|
||||
self.lineEdit_image_width.setObjectName("lineEdit_image_width")
|
||||
self.gridLayout_2.addWidget(self.lineEdit_image_width, 1, 1, 1, 1)
|
||||
self.pushButton_adjust_image_size = QtWidgets.QPushButton(
|
||||
parent=self.tab_geometric_adjustments
|
||||
)
|
||||
self.pushButton_adjust_image_size.setObjectName("pushButton_adjust_image_size")
|
||||
self.gridLayout_2.addWidget(self.pushButton_adjust_image_size, 4, 0, 1, 2)
|
||||
self.checkBox_fix_image_size = QtWidgets.QCheckBox(
|
||||
parent=self.tab_geometric_adjustments
|
||||
)
|
||||
self.checkBox_fix_image_size.setChecked(True)
|
||||
self.checkBox_fix_image_size.setObjectName("checkBox_fix_image_size")
|
||||
self.gridLayout_2.addWidget(self.checkBox_fix_image_size, 2, 1, 1, 1)
|
||||
self.label_3 = QtWidgets.QLabel(parent=self.tab_geometric_adjustments)
|
||||
self.label_3.setObjectName("label_3")
|
||||
self.gridLayout_2.addWidget(self.label_3, 1, 0, 1, 1)
|
||||
self.lineEdit_image_height = QtWidgets.QLineEdit(
|
||||
parent=self.tab_geometric_adjustments
|
||||
)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Fixed, QtWidgets.QSizePolicy.Policy.Fixed
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.lineEdit_image_height.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.lineEdit_image_height.setSizePolicy(sizePolicy)
|
||||
self.lineEdit_image_height.setObjectName("lineEdit_image_height")
|
||||
self.gridLayout_2.addWidget(self.lineEdit_image_height, 0, 1, 1, 1)
|
||||
self.label_2 = QtWidgets.QLabel(parent=self.tab_geometric_adjustments)
|
||||
self.label_2.setObjectName("label_2")
|
||||
self.gridLayout_2.addWidget(self.label_2, 0, 0, 1, 1)
|
||||
spacerItem1 = QtWidgets.QSpacerItem(
|
||||
20,
|
||||
40,
|
||||
QtWidgets.QSizePolicy.Policy.Minimum,
|
||||
QtWidgets.QSizePolicy.Policy.Expanding,
|
||||
)
|
||||
self.gridLayout_2.addItem(spacerItem1, 5, 1, 1, 1)
|
||||
self.tabWidget_controller.addTab(self.tab_geometric_adjustments, "")
|
||||
self.tab_histogram_manip = QtWidgets.QWidget()
|
||||
self.tab_histogram_manip.setObjectName("tab_histogram_manip")
|
||||
self.verticalLayout_9 = QtWidgets.QVBoxLayout(self.tab_histogram_manip)
|
||||
self.verticalLayout_9.setObjectName("verticalLayout_9")
|
||||
self.pushButton_hist_stretch = QtWidgets.QPushButton(
|
||||
parent=self.tab_histogram_manip
|
||||
)
|
||||
self.pushButton_hist_stretch.setObjectName("pushButton_hist_stretch")
|
||||
self.verticalLayout_9.addWidget(self.pushButton_hist_stretch)
|
||||
self.pushButton_hist_equalization = QtWidgets.QPushButton(
|
||||
parent=self.tab_histogram_manip
|
||||
)
|
||||
self.pushButton_hist_equalization.setObjectName("pushButton_hist_equalization")
|
||||
self.verticalLayout_9.addWidget(self.pushButton_hist_equalization)
|
||||
self.line_3 = QtWidgets.QFrame(parent=self.tab_histogram_manip)
|
||||
self.line_3.setFrameShape(QtWidgets.QFrame.Shape.HLine)
|
||||
self.line_3.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
|
||||
self.line_3.setObjectName("line_3")
|
||||
self.verticalLayout_9.addWidget(self.line_3)
|
||||
self.pushButton_hist_log = QtWidgets.QPushButton(
|
||||
parent=self.tab_histogram_manip
|
||||
)
|
||||
self.pushButton_hist_log.setObjectName("pushButton_hist_log")
|
||||
self.verticalLayout_9.addWidget(self.pushButton_hist_log)
|
||||
self.pushButton_hist_exp = QtWidgets.QPushButton(
|
||||
parent=self.tab_histogram_manip
|
||||
)
|
||||
self.pushButton_hist_exp.setObjectName("pushButton_hist_exp")
|
||||
self.verticalLayout_9.addWidget(self.pushButton_hist_exp)
|
||||
self.pushButton_hist_inv = QtWidgets.QPushButton(
|
||||
parent=self.tab_histogram_manip
|
||||
)
|
||||
self.pushButton_hist_inv.setObjectName("pushButton_hist_inv")
|
||||
self.verticalLayout_9.addWidget(self.pushButton_hist_inv)
|
||||
self.groupBox_6 = QtWidgets.QGroupBox(parent=self.tab_histogram_manip)
|
||||
self.groupBox_6.setObjectName("groupBox_6")
|
||||
self.verticalLayout = QtWidgets.QVBoxLayout(self.groupBox_6)
|
||||
self.verticalLayout.setContentsMargins(-1, 0, -1, 0)
|
||||
self.verticalLayout.setObjectName("verticalLayout")
|
||||
self.horizontalSlider_hist_threshold = QtWidgets.QSlider(parent=self.groupBox_6)
|
||||
self.horizontalSlider_hist_threshold.setMaximum(255)
|
||||
self.horizontalSlider_hist_threshold.setProperty("value", 128)
|
||||
self.horizontalSlider_hist_threshold.setOrientation(
|
||||
QtCore.Qt.Orientation.Horizontal
|
||||
)
|
||||
self.horizontalSlider_hist_threshold.setTickPosition(
|
||||
QtWidgets.QSlider.TickPosition.TicksBelow
|
||||
)
|
||||
self.horizontalSlider_hist_threshold.setTickInterval(0)
|
||||
self.horizontalSlider_hist_threshold.setObjectName(
|
||||
"horizontalSlider_hist_threshold"
|
||||
)
|
||||
self.verticalLayout.addWidget(self.horizontalSlider_hist_threshold)
|
||||
self.verticalLayout_9.addWidget(self.groupBox_6)
|
||||
self.pushButton_hist_fill = QtWidgets.QPushButton(
|
||||
parent=self.tab_histogram_manip
|
||||
)
|
||||
self.pushButton_hist_fill.setObjectName("pushButton_hist_fill")
|
||||
self.verticalLayout_9.addWidget(self.pushButton_hist_fill)
|
||||
spacerItem2 = QtWidgets.QSpacerItem(
|
||||
20,
|
||||
40,
|
||||
QtWidgets.QSizePolicy.Policy.Minimum,
|
||||
QtWidgets.QSizePolicy.Policy.Expanding,
|
||||
)
|
||||
self.verticalLayout_9.addItem(spacerItem2)
|
||||
self.tabWidget_controller.addTab(self.tab_histogram_manip, "")
|
||||
self.tab_filter = QtWidgets.QWidget()
|
||||
self.tab_filter.setObjectName("tab_filter")
|
||||
self.verticalLayout_6 = QtWidgets.QVBoxLayout(self.tab_filter)
|
||||
self.verticalLayout_6.setObjectName("verticalLayout_6")
|
||||
self.groupBox_3 = QtWidgets.QGroupBox(parent=self.tab_filter)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Minimum, QtWidgets.QSizePolicy.Policy.Minimum
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(self.groupBox_3.sizePolicy().hasHeightForWidth())
|
||||
self.groupBox_3.setSizePolicy(sizePolicy)
|
||||
self.groupBox_3.setObjectName("groupBox_3")
|
||||
self.verticalLayout_11 = QtWidgets.QVBoxLayout(self.groupBox_3)
|
||||
self.verticalLayout_11.setObjectName("verticalLayout_11")
|
||||
self.widget_2 = QtWidgets.QWidget(parent=self.groupBox_3)
|
||||
self.widget_2.setObjectName("widget_2")
|
||||
self.horizontalLayout_7 = QtWidgets.QHBoxLayout(self.widget_2)
|
||||
self.horizontalLayout_7.setContentsMargins(-1, 0, -1, 0)
|
||||
self.horizontalLayout_7.setObjectName("horizontalLayout_7")
|
||||
self.label_8 = QtWidgets.QLabel(parent=self.widget_2)
|
||||
self.label_8.setObjectName("label_8")
|
||||
self.horizontalLayout_7.addWidget(self.label_8)
|
||||
self.spinBox_filter_avg_size = QtWidgets.QSpinBox(parent=self.widget_2)
|
||||
self.spinBox_filter_avg_size.setReadOnly(False)
|
||||
self.spinBox_filter_avg_size.setButtonSymbols(
|
||||
QtWidgets.QAbstractSpinBox.ButtonSymbols.UpDownArrows
|
||||
)
|
||||
self.spinBox_filter_avg_size.setAccelerated(False)
|
||||
self.spinBox_filter_avg_size.setCorrectionMode(
|
||||
QtWidgets.QAbstractSpinBox.CorrectionMode.CorrectToNearestValue
|
||||
)
|
||||
self.spinBox_filter_avg_size.setKeyboardTracking(False)
|
||||
self.spinBox_filter_avg_size.setProperty("showGroupSeparator", False)
|
||||
self.spinBox_filter_avg_size.setMinimum(3)
|
||||
self.spinBox_filter_avg_size.setSingleStep(2)
|
||||
self.spinBox_filter_avg_size.setObjectName("spinBox_filter_avg_size")
|
||||
self.horizontalLayout_7.addWidget(self.spinBox_filter_avg_size)
|
||||
self.verticalLayout_11.addWidget(self.widget_2)
|
||||
self.widget_3 = QtWidgets.QWidget(parent=self.groupBox_3)
|
||||
self.widget_3.setObjectName("widget_3")
|
||||
self.horizontalLayout_6 = QtWidgets.QHBoxLayout(self.widget_3)
|
||||
self.horizontalLayout_6.setContentsMargins(-1, 0, -1, 0)
|
||||
self.horizontalLayout_6.setObjectName("horizontalLayout_6")
|
||||
self.pushButton_filter_movAvg = QtWidgets.QPushButton(parent=self.widget_3)
|
||||
self.pushButton_filter_movAvg.setObjectName("pushButton_filter_movAvg")
|
||||
self.horizontalLayout_6.addWidget(self.pushButton_filter_movAvg)
|
||||
self.pushButton_filter_gauss = QtWidgets.QPushButton(parent=self.widget_3)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Minimum, QtWidgets.QSizePolicy.Policy.Fixed
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(
|
||||
self.pushButton_filter_gauss.sizePolicy().hasHeightForWidth()
|
||||
)
|
||||
self.pushButton_filter_gauss.setSizePolicy(sizePolicy)
|
||||
self.pushButton_filter_gauss.setObjectName("pushButton_filter_gauss")
|
||||
self.horizontalLayout_6.addWidget(self.pushButton_filter_gauss)
|
||||
self.pushButton_filter_median = QtWidgets.QPushButton(parent=self.widget_3)
|
||||
self.pushButton_filter_median.setObjectName("pushButton_filter_median")
|
||||
self.horizontalLayout_6.addWidget(self.pushButton_filter_median)
|
||||
self.verticalLayout_11.addWidget(self.widget_3)
|
||||
self.verticalLayout_6.addWidget(self.groupBox_3)
|
||||
self.groupBox_4 = QtWidgets.QGroupBox(parent=self.tab_filter)
|
||||
sizePolicy = QtWidgets.QSizePolicy(
|
||||
QtWidgets.QSizePolicy.Policy.Minimum, QtWidgets.QSizePolicy.Policy.Preferred
|
||||
)
|
||||
sizePolicy.setHorizontalStretch(0)
|
||||
sizePolicy.setVerticalStretch(0)
|
||||
sizePolicy.setHeightForWidth(self.groupBox_4.sizePolicy().hasHeightForWidth())
|
||||
self.groupBox_4.setSizePolicy(sizePolicy)
|
||||
self.groupBox_4.setObjectName("groupBox_4")
|
||||
self.horizontalLayout_3 = QtWidgets.QHBoxLayout(self.groupBox_4)
|
||||
self.horizontalLayout_3.setContentsMargins(-1, 0, -1, 0)
|
||||
self.horizontalLayout_3.setObjectName("horizontalLayout_3")
|
||||
self.pushButton_filter_sobelX = QtWidgets.QPushButton(parent=self.groupBox_4)
|
||||
self.pushButton_filter_sobelX.setObjectName("pushButton_filter_sobelX")
|
||||
self.horizontalLayout_3.addWidget(self.pushButton_filter_sobelX)
|
||||
self.pushButton_filter_sobelY = QtWidgets.QPushButton(parent=self.groupBox_4)
|
||||
self.pushButton_filter_sobelY.setObjectName("pushButton_filter_sobelY")
|
||||
self.horizontalLayout_3.addWidget(self.pushButton_filter_sobelY)
|
||||
self.verticalLayout_6.addWidget(self.groupBox_4)
|
||||
self.line_4 = QtWidgets.QFrame(parent=self.tab_filter)
|
||||
self.line_4.setFrameShape(QtWidgets.QFrame.Shape.HLine)
|
||||
self.line_4.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
|
||||
self.line_4.setObjectName("line_4")
|
||||
self.verticalLayout_6.addWidget(self.line_4)
|
||||
self.groupBox_5 = QtWidgets.QGroupBox(parent=self.tab_filter)
|
||||
self.groupBox_5.setObjectName("groupBox_5")
|
||||
self.verticalLayout_10 = QtWidgets.QVBoxLayout(self.groupBox_5)
|
||||
self.verticalLayout_10.setContentsMargins(-1, 0, -1, 0)
|
||||
self.verticalLayout_10.setObjectName("verticalLayout_10")
|
||||
self.pushButton_filter_movAvg_conv = QtWidgets.QPushButton(
|
||||
parent=self.groupBox_5
|
||||
)
|
||||
self.pushButton_filter_movAvg_conv.setObjectName(
|
||||
"pushButton_filter_movAvg_conv"
|
||||
)
|
||||
self.verticalLayout_10.addWidget(self.pushButton_filter_movAvg_conv)
|
||||
self.pushButton_filter_movAvg_sep = QtWidgets.QPushButton(
|
||||
parent=self.groupBox_5
|
||||
)
|
||||
self.pushButton_filter_movAvg_sep.setObjectName("pushButton_filter_movAvg_sep")
|
||||
self.verticalLayout_10.addWidget(self.pushButton_filter_movAvg_sep)
|
||||
self.pushButton_filter_movAvg_int = QtWidgets.QPushButton(
|
||||
parent=self.groupBox_5
|
||||
)
|
||||
self.pushButton_filter_movAvg_int.setObjectName("pushButton_filter_movAvg_int")
|
||||
self.verticalLayout_10.addWidget(self.pushButton_filter_movAvg_int)
|
||||
self.line_5 = QtWidgets.QFrame(parent=self.groupBox_5)
|
||||
self.line_5.setFrameShape(QtWidgets.QFrame.Shape.HLine)
|
||||
self.line_5.setFrameShadow(QtWidgets.QFrame.Shadow.Sunken)
|
||||
self.line_5.setObjectName("line_5")
|
||||
self.verticalLayout_10.addWidget(self.line_5)
|
||||
self.pushButton_filter_evaluation = QtWidgets.QPushButton(
|
||||
parent=self.groupBox_5
|
||||
)
|
||||
self.pushButton_filter_evaluation.setObjectName("pushButton_filter_evaluation")
|
||||
self.verticalLayout_10.addWidget(self.pushButton_filter_evaluation)
|
||||
self.verticalLayout_6.addWidget(self.groupBox_5)
|
||||
spacerItem3 = QtWidgets.QSpacerItem(
|
||||
20,
|
||||
40,
|
||||
QtWidgets.QSizePolicy.Policy.Minimum,
|
||||
QtWidgets.QSizePolicy.Policy.Expanding,
|
||||
)
|
||||
self.verticalLayout_6.addItem(spacerItem3)
|
||||
self.tabWidget_controller.addTab(self.tab_filter, "")
|
||||
self.tab_AI = QtWidgets.QWidget()
|
||||
self.tab_AI.setObjectName("tab_AI")
|
||||
self.formLayout_3 = QtWidgets.QFormLayout(self.tab_AI)
|
||||
self.formLayout_3.setObjectName("formLayout_3")
|
||||
self.pushButton_AWS_Labeling = QtWidgets.QPushButton(parent=self.tab_AI)
|
||||
self.pushButton_AWS_Labeling.setObjectName("pushButton_AWS_Labeling")
|
||||
self.formLayout_3.setWidget(
|
||||
0, QtWidgets.QFormLayout.ItemRole.LabelRole, self.pushButton_AWS_Labeling
|
||||
)
|
||||
self.tabWidget_controller.addTab(self.tab_AI, "")
|
||||
self.layout_right.addWidget(self.tabWidget_controller)
|
||||
self.horizontalLayout.addLayout(self.layout_right)
|
||||
self.horizontalLayout_5.addLayout(self.horizontalLayout)
|
||||
MainWindow.setCentralWidget(self.centralwidget)
|
||||
self.menubar = QtWidgets.QMenuBar(parent=MainWindow)
|
||||
self.menubar.setGeometry(QtCore.QRect(0, 0, 1259, 37))
|
||||
self.menubar.setObjectName("menubar")
|
||||
self.menuMen = QtWidgets.QMenu(parent=self.menubar)
|
||||
self.menuMen.setObjectName("menuMen")
|
||||
MainWindow.setMenuBar(self.menubar)
|
||||
self.statusbar = QtWidgets.QStatusBar(parent=MainWindow)
|
||||
self.statusbar.setEnabled(True)
|
||||
self.statusbar.setObjectName("statusbar")
|
||||
MainWindow.setStatusBar(self.statusbar)
|
||||
self.actionBild_laden = QtGui.QAction(parent=MainWindow)
|
||||
self.actionBild_laden.setObjectName("actionBild_laden")
|
||||
self.actionBild_speichern = QtGui.QAction(parent=MainWindow)
|
||||
self.actionBild_speichern.setObjectName("actionBild_speichern")
|
||||
self.action_save_histogram = QtGui.QAction(parent=MainWindow)
|
||||
self.action_save_histogram.setObjectName("action_save_histogram")
|
||||
self.menuMen.addAction(self.actionBild_laden)
|
||||
self.menuMen.addAction(self.actionBild_speichern)
|
||||
self.menuMen.addAction(self.action_save_histogram)
|
||||
self.menubar.addAction(self.menuMen.menuAction())
|
||||
|
||||
self.retranslateUi(MainWindow)
|
||||
self.tab_widget_image.setCurrentIndex(0)
|
||||
self.tabWidget_controller.setCurrentIndex(0)
|
||||
self.tabWidget_analysis.setCurrentIndex(0)
|
||||
QtCore.QMetaObject.connectSlotsByName(MainWindow)
|
||||
|
||||
def retranslateUi(self, MainWindow):
|
||||
_translate = QtCore.QCoreApplication.translate
|
||||
MainWindow.setWindowTitle(_translate("MainWindow", "Image Playground"))
|
||||
self.label_output_image.setText(_translate("MainWindow", "Ausgabe"))
|
||||
self.pushButton_reset_output_image.setText(
|
||||
_translate("MainWindow", "Ausgabebild zurücksetzen")
|
||||
)
|
||||
self.pushButton_overwrite_input_image.setText(
|
||||
_translate("MainWindow", "Eingabebild durch aktuelle Ausgabe ersetzen")
|
||||
)
|
||||
self.tab_widget_image.setTabText(
|
||||
self.tab_widget_image.indexOf(self.tab_output_image),
|
||||
_translate("MainWindow", "Ausgabe"),
|
||||
)
|
||||
self.label_input_image.setText(_translate("MainWindow", "Eingabe"))
|
||||
self.tab_widget_image.setTabText(
|
||||
self.tab_widget_image.indexOf(self.tab_input_image),
|
||||
_translate("MainWindow", "Eingabe"),
|
||||
)
|
||||
self.label.setText(_translate("MainWindow", "Histogramm"))
|
||||
self.label_height_text.setText(_translate("MainWindow", "Höhe:"))
|
||||
self.label_height_image.setText(_translate("MainWindow", "0"))
|
||||
self.label_width_text.setText(_translate("MainWindow", "Breite:"))
|
||||
self.label_width_image.setText(_translate("MainWindow", "0"))
|
||||
self.groupBox_2.setTitle(
|
||||
_translate("MainWindow", "Farbinformation zu einzelnen Pixeln")
|
||||
)
|
||||
self.label_4.setText(_translate("MainWindow", "2. Reihe, 1. Spalte:"))
|
||||
self.label_color_pixel1.setText(_translate("MainWindow", "[x,y,z]"))
|
||||
self.label_5.setText(_translate("MainWindow", "1. Reihe, 2. Spalte:"))
|
||||
self.label_color_pixel2.setText(_translate("MainWindow", "[x,y,z]"))
|
||||
self.groupBox.setTitle(_translate("MainWindow", "Farbkanäle anzeigen"))
|
||||
self.pushButton_show_channel1.setText(_translate("MainWindow", "Kanal 1"))
|
||||
self.pushButton_show_channel2.setText(_translate("MainWindow", "Kanal 2"))
|
||||
self.pushButton_show_channel3.setText(_translate("MainWindow", "Kanal 3"))
|
||||
self.pushButton_do_image_manipulation.setText(
|
||||
_translate("MainWindow", "Meine erste Bildmanipulation anwenden")
|
||||
)
|
||||
self.tabWidget_analysis.setTabText(
|
||||
self.tabWidget_analysis.indexOf(self.widget_image_information),
|
||||
_translate("MainWindow", "Bildinformation"),
|
||||
)
|
||||
self.label_color_analysis.setText(_translate("MainWindow", "Anzahl Cluster: "))
|
||||
self.label_image_color_analysis_output.setText(
|
||||
_translate("MainWindow", "Output")
|
||||
)
|
||||
self.tabWidget_analysis.setTabText(
|
||||
self.tabWidget_analysis.indexOf(self.widget_color_analysis),
|
||||
_translate("MainWindow", "Farbanalyse"),
|
||||
)
|
||||
self.tabWidget_controller.setTabText(
|
||||
self.tabWidget_controller.indexOf(self.tab_image_analysis),
|
||||
_translate("MainWindow", "Bildanalyse"),
|
||||
)
|
||||
self.lineEdit_image_width.setPlaceholderText(_translate("MainWindow", "100"))
|
||||
self.pushButton_adjust_image_size.setText(
|
||||
_translate("MainWindow", "Größe anpassen")
|
||||
)
|
||||
self.checkBox_fix_image_size.setText(
|
||||
_translate("MainWindow", "Seitenverhältnis fixieren")
|
||||
)
|
||||
self.label_3.setText(_translate("MainWindow", "Neue Breite"))
|
||||
self.lineEdit_image_height.setPlaceholderText(_translate("MainWindow", "100"))
|
||||
self.label_2.setText(_translate("MainWindow", "Neue Höhe"))
|
||||
self.tabWidget_controller.setTabText(
|
||||
self.tabWidget_controller.indexOf(self.tab_geometric_adjustments),
|
||||
_translate("MainWindow", "Größe"),
|
||||
)
|
||||
self.pushButton_hist_stretch.setText(
|
||||
_translate("MainWindow", "Histogram Stretch")
|
||||
)
|
||||
self.pushButton_hist_equalization.setText(
|
||||
_translate("MainWindow", "Histogram Equalization")
|
||||
)
|
||||
self.pushButton_hist_log.setText(_translate("MainWindow", "Logarithmus"))
|
||||
self.pushButton_hist_exp.setText(
|
||||
_translate("MainWindow", "Exponentialfunktion")
|
||||
)
|
||||
self.pushButton_hist_inv.setText(
|
||||
_translate("MainWindow", "Histogramm invertieren")
|
||||
)
|
||||
self.groupBox_6.setTitle(_translate("MainWindow", "Threshold"))
|
||||
self.pushButton_hist_fill.setText(
|
||||
_translate("MainWindow", "Histogrammlücken füllen")
|
||||
)
|
||||
self.tabWidget_controller.setTabText(
|
||||
self.tabWidget_controller.indexOf(self.tab_histogram_manip),
|
||||
_translate("MainWindow", "Histogramm Mapping"),
|
||||
)
|
||||
self.groupBox_3.setTitle(_translate("MainWindow", "Weichzeichnungsfilter"))
|
||||
self.label_8.setText(_translate("MainWindow", "Filtergröße:"))
|
||||
self.pushButton_filter_movAvg.setText(
|
||||
_translate("MainWindow", "Moving Average")
|
||||
)
|
||||
self.pushButton_filter_gauss.setText(_translate("MainWindow", "Gauß-Filter"))
|
||||
self.pushButton_filter_median.setText(_translate("MainWindow", "Median-Filter"))
|
||||
self.groupBox_4.setTitle(_translate("MainWindow", "Kantenerkennung"))
|
||||
self.pushButton_filter_sobelX.setText(_translate("MainWindow", "Sobel X"))
|
||||
self.pushButton_filter_sobelY.setText(_translate("MainWindow", "Sobel Y"))
|
||||
self.groupBox_5.setTitle(
|
||||
_translate("MainWindow", "Moving Average - Auswertung")
|
||||
)
|
||||
self.pushButton_filter_movAvg_conv.setText(_translate("MainWindow", "Faltung"))
|
||||
self.pushButton_filter_movAvg_sep.setText(
|
||||
_translate("MainWindow", "Separierbarer Filter")
|
||||
)
|
||||
self.pushButton_filter_movAvg_int.setText(
|
||||
_translate("MainWindow", "Integralbild")
|
||||
)
|
||||
self.pushButton_filter_evaluation.setText(
|
||||
_translate("MainWindow", "Auswertung durchführen")
|
||||
)
|
||||
self.tabWidget_controller.setTabText(
|
||||
self.tabWidget_controller.indexOf(self.tab_filter),
|
||||
_translate("MainWindow", "Filter"),
|
||||
)
|
||||
self.pushButton_AWS_Labeling.setText(
|
||||
_translate("MainWindow", "AWS Rekognition Labeling")
|
||||
)
|
||||
self.tabWidget_controller.setTabText(
|
||||
self.tabWidget_controller.indexOf(self.tab_AI),
|
||||
_translate("MainWindow", "Recognition"),
|
||||
)
|
||||
self.menuMen.setTitle(_translate("MainWindow", "Menü"))
|
||||
self.actionBild_laden.setText(_translate("MainWindow", "Bild laden"))
|
||||
self.actionBild_speichern.setText(_translate("MainWindow", "Bild speichern"))
|
||||
self.action_save_histogram.setText(
|
||||
_translate("MainWindow", "Histogramm speichern")
|
||||
)
|
||||
|
||||
|
||||
from MplWidget import MplWidget
|
||||
|
|
@ -0,0 +1,954 @@
|
|||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<ui version="4.0">
|
||||
<class>MainWindow</class>
|
||||
<widget class="QMainWindow" name="MainWindow">
|
||||
<property name="geometry">
|
||||
<rect>
|
||||
<x>0</x>
|
||||
<y>0</y>
|
||||
<width>1259</width>
|
||||
<height>858</height>
|
||||
</rect>
|
||||
</property>
|
||||
<property name="windowTitle">
|
||||
<string>Image Playground</string>
|
||||
</property>
|
||||
<widget class="QWidget" name="centralwidget">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Maximum" vsizetype="Maximum">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<layout class="QHBoxLayout" name="horizontalLayout_5">
|
||||
<item>
|
||||
<layout class="QHBoxLayout" name="horizontalLayout">
|
||||
<property name="spacing">
|
||||
<number>7</number>
|
||||
</property>
|
||||
<property name="sizeConstraint">
|
||||
<enum>QLayout::SetDefaultConstraint</enum>
|
||||
</property>
|
||||
<item>
|
||||
<layout class="QVBoxLayout" name="layout_left">
|
||||
<item>
|
||||
<widget class="QTabWidget" name="tab_widget_image">
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>500</width>
|
||||
<height>500</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="autoFillBackground">
|
||||
<bool>true</bool>
|
||||
</property>
|
||||
<property name="currentIndex">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<widget class="QWidget" name="tab_output_image">
|
||||
<property name="autoFillBackground">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<attribute name="title">
|
||||
<string>Ausgabe</string>
|
||||
</attribute>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_3">
|
||||
<item>
|
||||
<widget class="QLabel" name="label_output_image">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="MinimumExpanding" vsizetype="MinimumExpanding">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="frameShape">
|
||||
<enum>QFrame::Box</enum>
|
||||
</property>
|
||||
<property name="frameShadow">
|
||||
<enum>QFrame::Plain</enum>
|
||||
</property>
|
||||
<property name="text">
|
||||
<string>Ausgabe</string>
|
||||
</property>
|
||||
<property name="scaledContents">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="alignment">
|
||||
<set>Qt::AlignCenter</set>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_reset_output_image">
|
||||
<property name="text">
|
||||
<string>Ausgabebild zurücksetzen</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_overwrite_input_image">
|
||||
<property name="text">
|
||||
<string>Eingabebild durch aktuelle Ausgabe ersetzen</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QWidget" name="tab_input_image">
|
||||
<attribute name="title">
|
||||
<string>Eingabe</string>
|
||||
</attribute>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_4">
|
||||
<item>
|
||||
<widget class="QLabel" name="label_input_image">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="MinimumExpanding" vsizetype="MinimumExpanding">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="autoFillBackground">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="frameShape">
|
||||
<enum>QFrame::Box</enum>
|
||||
</property>
|
||||
<property name="text">
|
||||
<string>Eingabe</string>
|
||||
</property>
|
||||
<property name="scaledContents">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="alignment">
|
||||
<set>Qt::AlignCenter</set>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="Line" name="line">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item alignment="Qt::AlignBottom">
|
||||
<widget class="QTextBrowser" name="text_output">
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>0</width>
|
||||
<height>150</height>
|
||||
</size>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="Line" name="vertical_line">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Vertical</enum>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<layout class="QVBoxLayout" name="layout_right">
|
||||
<item>
|
||||
<widget class="QLabel" name="label">
|
||||
<property name="text">
|
||||
<string>Histogramm</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="MplWidget" name="widget_histogram" native="true">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Fixed" vsizetype="Fixed">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>400</width>
|
||||
<height>250</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="autoFillBackground">
|
||||
<bool>true</bool>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="Line" name="horizontal_line">
|
||||
<property name="contextMenuPolicy">
|
||||
<enum>Qt::PreventContextMenu</enum>
|
||||
</property>
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QTabWidget" name="tabWidget_controller">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Maximum" vsizetype="Expanding">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>400</width>
|
||||
<height>0</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="currentIndex">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<widget class="QWidget" name="tab_image_analysis">
|
||||
<attribute name="title">
|
||||
<string>Bildanalyse</string>
|
||||
</attribute>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_7">
|
||||
<item>
|
||||
<widget class="QTabWidget" name="tabWidget_analysis">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Maximum" vsizetype="MinimumExpanding">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>380</width>
|
||||
<height>0</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="currentIndex">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<widget class="QWidget" name="widget_image_information">
|
||||
<attribute name="title">
|
||||
<string>Bildinformation</string>
|
||||
</attribute>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_8">
|
||||
<item>
|
||||
<widget class="QWidget" name="widget" native="true">
|
||||
<layout class="QFormLayout" name="formLayout">
|
||||
<item row="0" column="0">
|
||||
<widget class="QLabel" name="label_height_text">
|
||||
<property name="text">
|
||||
<string>Höhe:</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="0" column="1">
|
||||
<widget class="QLabel" name="label_height_image">
|
||||
<property name="text">
|
||||
<string>0</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="1" column="0">
|
||||
<widget class="QLabel" name="label_width_text">
|
||||
<property name="text">
|
||||
<string>Breite:</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="1" column="1">
|
||||
<widget class="QLabel" name="label_width_image">
|
||||
<property name="text">
|
||||
<string>0</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QGroupBox" name="groupBox_2">
|
||||
<property name="title">
|
||||
<string>Farbinformation zu einzelnen Pixeln</string>
|
||||
</property>
|
||||
<layout class="QFormLayout" name="formLayout_4">
|
||||
<item row="0" column="0">
|
||||
<widget class="QLabel" name="label_4">
|
||||
<property name="text">
|
||||
<string>2. Reihe, 1. Spalte:</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="0" column="1">
|
||||
<widget class="QLabel" name="label_color_pixel1">
|
||||
<property name="text">
|
||||
<string>[x,y,z]</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="1" column="0">
|
||||
<widget class="QLabel" name="label_5">
|
||||
<property name="text">
|
||||
<string>1. Reihe, 2. Spalte:</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="1" column="1">
|
||||
<widget class="QLabel" name="label_color_pixel2">
|
||||
<property name="text">
|
||||
<string>[x,y,z]</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QGroupBox" name="groupBox">
|
||||
<property name="title">
|
||||
<string>Farbkanäle anzeigen</string>
|
||||
</property>
|
||||
<layout class="QHBoxLayout" name="horizontalLayout_4">
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_show_channel1">
|
||||
<property name="text">
|
||||
<string>Kanal 1</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_show_channel2">
|
||||
<property name="text">
|
||||
<string>Kanal 2</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_show_channel3">
|
||||
<property name="text">
|
||||
<string>Kanal 3</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_do_image_manipulation">
|
||||
<property name="text">
|
||||
<string>Meine erste Bildmanipulation anwenden</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<spacer name="verticalSpacer_3">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Vertical</enum>
|
||||
</property>
|
||||
<property name="sizeHint" stdset="0">
|
||||
<size>
|
||||
<width>20</width>
|
||||
<height>40</height>
|
||||
</size>
|
||||
</property>
|
||||
</spacer>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QWidget" name="widget_color_analysis">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Fixed" vsizetype="Fixed">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<attribute name="title">
|
||||
<string>Farbanalyse</string>
|
||||
</attribute>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_5">
|
||||
<item>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_color_analysis">
|
||||
<item>
|
||||
<widget class="QLabel" name="label_color_analysis">
|
||||
<property name="maximumSize">
|
||||
<size>
|
||||
<width>16777215</width>
|
||||
<height>20</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="text">
|
||||
<string>Anzahl Cluster: </string>
|
||||
</property>
|
||||
<property name="scaledContents">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="alignment">
|
||||
<set>Qt::AlignLeading|Qt::AlignLeft|Qt::AlignTop</set>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QSlider" name="horizontalSlider_color_clusters">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Maximum" vsizetype="Fixed">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>370</width>
|
||||
<height>0</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="sizeIncrement">
|
||||
<size>
|
||||
<width>380</width>
|
||||
<height>0</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="minimum">
|
||||
<number>1</number>
|
||||
</property>
|
||||
<property name="maximum">
|
||||
<number>10</number>
|
||||
</property>
|
||||
<property name="sliderPosition">
|
||||
<number>3</number>
|
||||
</property>
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
<property name="tickPosition">
|
||||
<enum>QSlider::TicksBelow</enum>
|
||||
</property>
|
||||
<property name="tickInterval">
|
||||
<number>1</number>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="Line" name="line_2">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Maximum" vsizetype="Fixed">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>370</width>
|
||||
<height>0</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="sizeIncrement">
|
||||
<size>
|
||||
<width>370</width>
|
||||
<height>0</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QLabel" name="label_image_color_analysis_output">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Maximum" vsizetype="Preferred">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="minimumSize">
|
||||
<size>
|
||||
<width>370</width>
|
||||
<height>0</height>
|
||||
</size>
|
||||
</property>
|
||||
<property name="text">
|
||||
<string>Output</string>
|
||||
</property>
|
||||
<property name="alignment">
|
||||
<set>Qt::AlignCenter</set>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QWidget" name="tab_geometric_adjustments">
|
||||
<attribute name="title">
|
||||
<string>Größe</string>
|
||||
</attribute>
|
||||
<layout class="QGridLayout" name="gridLayout_2">
|
||||
<item row="1" column="1">
|
||||
<widget class="QLineEdit" name="lineEdit_image_width">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Fixed" vsizetype="Fixed">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="placeholderText">
|
||||
<string>100</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="4" column="0" colspan="2">
|
||||
<widget class="QPushButton" name="pushButton_adjust_image_size">
|
||||
<property name="text">
|
||||
<string>Größe anpassen</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="2" column="1">
|
||||
<widget class="QCheckBox" name="checkBox_fix_image_size">
|
||||
<property name="text">
|
||||
<string>Seitenverhältnis fixieren</string>
|
||||
</property>
|
||||
<property name="checked">
|
||||
<bool>true</bool>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="1" column="0">
|
||||
<widget class="QLabel" name="label_3">
|
||||
<property name="text">
|
||||
<string>Neue Breite</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="0" column="1">
|
||||
<widget class="QLineEdit" name="lineEdit_image_height">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Fixed" vsizetype="Fixed">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="placeholderText">
|
||||
<string>100</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="0" column="0">
|
||||
<widget class="QLabel" name="label_2">
|
||||
<property name="text">
|
||||
<string>Neue Höhe</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="5" column="1">
|
||||
<spacer name="verticalSpacer">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Vertical</enum>
|
||||
</property>
|
||||
<property name="sizeHint" stdset="0">
|
||||
<size>
|
||||
<width>20</width>
|
||||
<height>40</height>
|
||||
</size>
|
||||
</property>
|
||||
</spacer>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QWidget" name="tab_histogram_manip">
|
||||
<attribute name="title">
|
||||
<string>Histogramm Mapping</string>
|
||||
</attribute>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_9">
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_hist_stretch">
|
||||
<property name="text">
|
||||
<string>Histogram Stretch</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_hist_equalization">
|
||||
<property name="text">
|
||||
<string>Histogram Equalization</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="Line" name="line_3">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_hist_log">
|
||||
<property name="text">
|
||||
<string>Logarithmus</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_hist_exp">
|
||||
<property name="text">
|
||||
<string>Exponentialfunktion</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_hist_inv">
|
||||
<property name="text">
|
||||
<string>Histogramm invertieren</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QGroupBox" name="groupBox_6">
|
||||
<property name="title">
|
||||
<string>Threshold</string>
|
||||
</property>
|
||||
<layout class="QVBoxLayout" name="verticalLayout">
|
||||
<property name="topMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<property name="bottomMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<item>
|
||||
<widget class="QSlider" name="horizontalSlider_hist_threshold">
|
||||
<property name="maximum">
|
||||
<number>255</number>
|
||||
</property>
|
||||
<property name="value">
|
||||
<number>128</number>
|
||||
</property>
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
<property name="tickPosition">
|
||||
<enum>QSlider::TicksBelow</enum>
|
||||
</property>
|
||||
<property name="tickInterval">
|
||||
<number>0</number>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_hist_fill">
|
||||
<property name="text">
|
||||
<string>Histogrammlücken füllen</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<spacer name="verticalSpacer_4">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Vertical</enum>
|
||||
</property>
|
||||
<property name="sizeHint" stdset="0">
|
||||
<size>
|
||||
<width>20</width>
|
||||
<height>40</height>
|
||||
</size>
|
||||
</property>
|
||||
</spacer>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QWidget" name="tab_filter">
|
||||
<attribute name="title">
|
||||
<string>Filter</string>
|
||||
</attribute>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_6">
|
||||
<item>
|
||||
<widget class="QGroupBox" name="groupBox_3">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Minimum" vsizetype="Minimum">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="title">
|
||||
<string>Weichzeichnungsfilter</string>
|
||||
</property>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_11">
|
||||
<item>
|
||||
<widget class="QWidget" name="widget_2" native="true">
|
||||
<layout class="QHBoxLayout" name="horizontalLayout_7">
|
||||
<property name="topMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<property name="bottomMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<item>
|
||||
<widget class="QLabel" name="label_8">
|
||||
<property name="text">
|
||||
<string>Filtergröße:</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QSpinBox" name="spinBox_filter_avg_size">
|
||||
<property name="readOnly">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="buttonSymbols">
|
||||
<enum>QAbstractSpinBox::UpDownArrows</enum>
|
||||
</property>
|
||||
<property name="accelerated">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="correctionMode">
|
||||
<enum>QAbstractSpinBox::CorrectToNearestValue</enum>
|
||||
</property>
|
||||
<property name="keyboardTracking">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="showGroupSeparator" stdset="0">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
<property name="minimum">
|
||||
<number>3</number>
|
||||
</property>
|
||||
<property name="singleStep">
|
||||
<number>2</number>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QWidget" name="widget_3" native="true">
|
||||
<layout class="QHBoxLayout" name="horizontalLayout_6">
|
||||
<property name="topMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<property name="bottomMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_movAvg">
|
||||
<property name="text">
|
||||
<string>Moving Average</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_gauss">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Minimum" vsizetype="Fixed">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="text">
|
||||
<string>Gauß-Filter</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_median">
|
||||
<property name="text">
|
||||
<string>Median-Filter</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QGroupBox" name="groupBox_4">
|
||||
<property name="sizePolicy">
|
||||
<sizepolicy hsizetype="Minimum" vsizetype="Preferred">
|
||||
<horstretch>0</horstretch>
|
||||
<verstretch>0</verstretch>
|
||||
</sizepolicy>
|
||||
</property>
|
||||
<property name="title">
|
||||
<string>Kantenerkennung</string>
|
||||
</property>
|
||||
<layout class="QHBoxLayout" name="horizontalLayout_3">
|
||||
<property name="topMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<property name="bottomMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_sobelX">
|
||||
<property name="text">
|
||||
<string>Sobel X</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_sobelY">
|
||||
<property name="text">
|
||||
<string>Sobel Y</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="Line" name="line_4">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QGroupBox" name="groupBox_5">
|
||||
<property name="title">
|
||||
<string>Moving Average - Auswertung</string>
|
||||
</property>
|
||||
<layout class="QVBoxLayout" name="verticalLayout_10">
|
||||
<property name="topMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<property name="bottomMargin">
|
||||
<number>0</number>
|
||||
</property>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_movAvg_conv">
|
||||
<property name="text">
|
||||
<string>Faltung</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_movAvg_sep">
|
||||
<property name="text">
|
||||
<string>Separierbarer Filter</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_movAvg_int">
|
||||
<property name="text">
|
||||
<string>Integralbild</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="Line" name="line_5">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Horizontal</enum>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<widget class="QPushButton" name="pushButton_filter_evaluation">
|
||||
<property name="text">
|
||||
<string>Auswertung durchführen</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</item>
|
||||
<item>
|
||||
<spacer name="verticalSpacer_2">
|
||||
<property name="orientation">
|
||||
<enum>Qt::Vertical</enum>
|
||||
</property>
|
||||
<property name="sizeHint" stdset="0">
|
||||
<size>
|
||||
<width>20</width>
|
||||
<height>40</height>
|
||||
</size>
|
||||
</property>
|
||||
</spacer>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QWidget" name="tab_AI">
|
||||
<attribute name="title">
|
||||
<string>Recognition</string>
|
||||
</attribute>
|
||||
<layout class="QFormLayout" name="formLayout_3">
|
||||
<item row="0" column="0">
|
||||
<widget class="QPushButton" name="pushButton_AWS_Labeling">
|
||||
<property name="text">
|
||||
<string>AWS Rekognition Labeling</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QMenuBar" name="menubar">
|
||||
<property name="geometry">
|
||||
<rect>
|
||||
<x>0</x>
|
||||
<y>0</y>
|
||||
<width>1259</width>
|
||||
<height>37</height>
|
||||
</rect>
|
||||
</property>
|
||||
<widget class="QMenu" name="menuMen">
|
||||
<property name="title">
|
||||
<string>Menü</string>
|
||||
</property>
|
||||
<addaction name="actionBild_laden"/>
|
||||
<addaction name="actionBild_speichern"/>
|
||||
<addaction name="action_save_histogram"/>
|
||||
</widget>
|
||||
<addaction name="menuMen"/>
|
||||
</widget>
|
||||
<widget class="QStatusBar" name="statusbar">
|
||||
<property name="enabled">
|
||||
<bool>true</bool>
|
||||
</property>
|
||||
</widget>
|
||||
<action name="actionBild_laden">
|
||||
<property name="text">
|
||||
<string>Bild laden</string>
|
||||
</property>
|
||||
</action>
|
||||
<action name="actionBild_speichern">
|
||||
<property name="text">
|
||||
<string>Bild speichern</string>
|
||||
</property>
|
||||
</action>
|
||||
<action name="action_save_histogram">
|
||||
<property name="text">
|
||||
<string>Histogramm speichern</string>
|
||||
</property>
|
||||
</action>
|
||||
</widget>
|
||||
<customwidgets>
|
||||
<customwidget>
|
||||
<class>MplWidget</class>
|
||||
<extends>QWidget</extends>
|
||||
<header>MplWidget</header>
|
||||
<container>1</container>
|
||||
</customwidget>
|
||||
</customwidgets>
|
||||
<resources/>
|
||||
<connections/>
|
||||
</ui>
|
||||
|
|
@ -0,0 +1,81 @@
|
|||
import cv2
|
||||
from matplotlib import pyplot as plt
|
||||
|
||||
|
||||
def showHistogram(img):
|
||||
color = ("b", "g", "r")
|
||||
if len(img.shape) == 2:
|
||||
color = "b"
|
||||
|
||||
for i, col in enumerate(color):
|
||||
histr = cv2.calcHist([img], [i], None, [256], [0, 256])
|
||||
plt.plot(histr, color=col)
|
||||
plt.xlim([0, 256])
|
||||
plt.show()
|
||||
|
||||
|
||||
def calculate_histogram(img):
|
||||
color = ("b", "g", "r")
|
||||
histogram = [0, 0, 0]
|
||||
if len(img.shape) == 2:
|
||||
color = "b"
|
||||
histogram = [0]
|
||||
|
||||
for i, col in enumerate(color):
|
||||
histogram[i] = cv2.calcHist([img], [i], None, [256], [0, 256])
|
||||
|
||||
return histogram
|
||||
|
||||
|
||||
def plotHistogramVector(histogram):
|
||||
plt.plot(histogram, color="b")
|
||||
plt.xlim([0, len(histogram)])
|
||||
plt.show()
|
||||
|
||||
|
||||
def resize_image(img, height):
|
||||
aspect_ratio = img.shape[0] / img.shape[1]
|
||||
dim = (height, int(height * aspect_ratio))
|
||||
return cv2.resize(img, dim, interpolation=cv2.INTER_NEAREST)
|
||||
|
||||
|
||||
def resize_image(img, width, height, interpolation=cv2.INTER_NEAREST):
|
||||
dim = (width, height)
|
||||
return cv2.resize(img, dim, interpolation)
|
||||
|
||||
|
||||
def grabWebcam():
|
||||
cap = cv2.VideoCapture(0)
|
||||
while True:
|
||||
ret, im = cap.read()
|
||||
cv2.imshow("video test", im)
|
||||
key = cv2.waitKey(10)
|
||||
if key == 27:
|
||||
break
|
||||
# if key == ord(' '):
|
||||
# cv2.imwrite('vid_result.jpg',im)
|
||||
|
||||
|
||||
def ensure_one_channel_grayscale_image(img):
|
||||
if len(img.shape) == 2:
|
||||
# Das Bild ist bereits in Graustufen
|
||||
return img
|
||||
elif len(img.shape) == 3 and img.shape[2] == 3:
|
||||
# Das Bild ist farbig (3 Kanäle: BGR oder RGB)
|
||||
return cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
|
||||
else:
|
||||
raise ValueError("Ungültiges Bildformat.")
|
||||
|
||||
|
||||
def ensure_three_channel_grayscale_image(gray_scale_img):
|
||||
if len(gray_scale_img.shape) == 2:
|
||||
img = cv2.cvtColor(gray_scale_img, cv2.COLOR_GRAY2BGR)
|
||||
# Das Bild ist bereits in Graustufen
|
||||
return img
|
||||
elif len(gray_scale_img.shape) == 3 and gray_scale_img.shape[2] == 3:
|
||||
# Das Bild ist farbig (3 Kanäle: BGR oder RGB)
|
||||
img = cv2.cvtColor(gray_scale_img, cv2.COLOR_BGR2GRAY)
|
||||
img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR)
|
||||
return cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
|
||||
else:
|
||||
raise ValueError("Ungültiges Bildformat.")
|
||||
|
|
@ -0,0 +1,21 @@
|
|||
#!/usr/bin/env python3
|
||||
|
||||
import sys
|
||||
from models import ImageModel
|
||||
from views import MainView
|
||||
from controllers import MainController
|
||||
from PyQt6.QtWidgets import QApplication
|
||||
|
||||
|
||||
class App(QApplication):
|
||||
def __init__(self, sys_argv):
|
||||
super(App, self).__init__(sys_argv)
|
||||
self.model = ImageModel()
|
||||
self.main_controller = MainController(self.model)
|
||||
self.main_view = MainView(self.model, self.main_controller)
|
||||
self.main_view.show()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
app = App(sys.argv)
|
||||
sys.exit(app.exec())
|
||||
|
|
@ -0,0 +1,148 @@
|
|||
import logging
|
||||
from loggers import LogEmitter
|
||||
|
||||
import cv2
|
||||
import numpy as np
|
||||
import Utilities
|
||||
import ColorAnalysis as CA
|
||||
import HistogramManipulation as HM
|
||||
import AWSRekognition as AI
|
||||
import ImageInformation as II
|
||||
import ImageFiltering as IF
|
||||
|
||||
|
||||
class MainController:
|
||||
def __init__(self, model):
|
||||
super().__init__()
|
||||
self._model = model
|
||||
|
||||
self.logger = logging.getLogger()
|
||||
self.log_handler = LogEmitter()
|
||||
self.logger.addHandler(self.log_handler)
|
||||
|
||||
# Set the log level to INFO
|
||||
self.logger.setLevel(logging.INFO)
|
||||
|
||||
def test_function(self):
|
||||
print("Test function")
|
||||
pass
|
||||
|
||||
def loadImage(self, str):
|
||||
img = cv2.imread(str, 1)
|
||||
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
|
||||
self._model.input_image = img
|
||||
self.logger.info("Image loaded: " + str)
|
||||
|
||||
def saveImage(self, str):
|
||||
img = cv2.cvtColor(self._model.image, cv2.COLOR_RGB2BGR)
|
||||
cv2.imwrite(str, img)
|
||||
self.logger.info("Image written to: " + str)
|
||||
|
||||
#
|
||||
def changeImage(self):
|
||||
image = np.zeros((256, 256, 3), np.uint8)
|
||||
image[0 : 256 // 2, :] = (255, 0, 0)
|
||||
image[256 // 2 : 256, :] = (0, 0, 255)
|
||||
Utilities.resize_image(image, 100)
|
||||
self._model.input_image = image
|
||||
|
||||
def set_image_as_input_image(self):
|
||||
self._model.input_image = self._model.image.copy()
|
||||
|
||||
def reset_output_image(self):
|
||||
self._model.image = self._model.input_image
|
||||
|
||||
def resize_image(self, new_width, new_height):
|
||||
self._model.image = Utilities.resize_image(
|
||||
self._model.input_image, new_width, new_height
|
||||
)
|
||||
|
||||
def analyseColors(self, ncluster):
|
||||
color_analyzer = CA.ColorAnalysis(self._model.image, ncluster)
|
||||
return color_analyzer.dominantColors()
|
||||
|
||||
def create_visual_output(self, colors, width, height_max):
|
||||
return CA.create_visual_output(colors, width, height_max)
|
||||
|
||||
def calculate_histogram(self, img):
|
||||
return Utilities.calculate_histogram(img)
|
||||
|
||||
def label_image(self):
|
||||
ai = AI.AWSRekognition()
|
||||
self._model.image = ai.label_image(self._model.input_image)
|
||||
self.logger.critical("Labeling successfull")
|
||||
|
||||
#####################################
|
||||
# Übung 1
|
||||
#####################################
|
||||
|
||||
def get_image_information(self):
|
||||
return II.imageSize(self._model.image)
|
||||
|
||||
def get_pixel_information(self):
|
||||
return II.getPixelColor(self._model.image)
|
||||
|
||||
def show_channel(self, channel):
|
||||
self._model.image = II.returnChannel(self._model.input_image, channel)
|
||||
|
||||
def do_first_image_manipulation(self):
|
||||
self._model.image = II.myFirstImageManipulation(self._model.image)
|
||||
|
||||
#####################################
|
||||
# Übung 2
|
||||
#####################################
|
||||
|
||||
def stretch_image(self):
|
||||
self._model.image = HM.stretchHistogram(self._model.input_image)
|
||||
|
||||
def equalize_image(self):
|
||||
self._model.image = HM.equalizeHistogram(self._model.input_image)
|
||||
|
||||
def apply_log(self):
|
||||
self._model.image = HM.apply_log(self._model.input_image)
|
||||
|
||||
def apply_exp(self):
|
||||
self._model.image = HM.apply_exp(self._model.input_image)
|
||||
|
||||
def apply_inv(self):
|
||||
self._model.image = HM.apply_inverse(self._model.input_image)
|
||||
|
||||
def apply_threshold(self, threshold):
|
||||
self._model.image = HM.apply_threshold(self._model.input_image, threshold)
|
||||
|
||||
#####################################
|
||||
# Übung 3
|
||||
#####################################
|
||||
|
||||
def apply_gaussian_filter(self, kernel_size):
|
||||
kernel = IF.createGaussianKernel(kernel_size)
|
||||
img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
|
||||
self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
|
||||
|
||||
def apply_moving_avg_filter(self, kernel_size):
|
||||
kernel = IF.createMovingAverageKernel(kernel_size)
|
||||
img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
|
||||
self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
|
||||
|
||||
def apply_moving_avg_filter_integral(self, kernel_size):
|
||||
img = IF.applyMovingAverageFilterWithIntegralImage(
|
||||
self._model.input_image, kernel_size
|
||||
)
|
||||
self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
|
||||
|
||||
def apply_median_filter(self, kernel_size):
|
||||
img = IF.applyMedianFilter(self._model.input_image, kernel_size)
|
||||
self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
|
||||
|
||||
def apply_filter_sobelX(self):
|
||||
kernel = IF.createSobelXKernel()
|
||||
img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
|
||||
self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
|
||||
|
||||
def apply_filter_sobelY(self):
|
||||
kernel = IF.createSobelYKernel()
|
||||
img = IF.applyKernelInSpatialDomain(self._model.input_image, kernel)
|
||||
self._model.image = Utilities.ensure_three_channel_grayscale_image(img)
|
||||
|
||||
def run_runtime_evaluation(self):
|
||||
IF.run_runtime_evaluation(self._model.input_image)
|
||||
|
|
@ -0,0 +1,42 @@
|
|||
import logging
|
||||
from PyQt6.QtCore import pyqtSignal, QObject
|
||||
import html
|
||||
|
||||
|
||||
class LogEmitter(QObject, logging.Handler):
|
||||
"""A custom logging handler that emits a signal with the log message."""
|
||||
|
||||
messageEmitted = pyqtSignal(str)
|
||||
|
||||
def __init__(self):
|
||||
super().__init__()
|
||||
|
||||
# Define color codes
|
||||
self.color_codes = {
|
||||
logging.DEBUG: "gray",
|
||||
logging.INFO: "black",
|
||||
logging.WARNING: "orange",
|
||||
logging.ERROR: "red",
|
||||
logging.CRITICAL: "darkred",
|
||||
}
|
||||
|
||||
self.level_names = {
|
||||
logging.DEBUG: "DEBUG",
|
||||
logging.INFO: "INFO",
|
||||
logging.WARNING: "WARNING",
|
||||
logging.ERROR: "ERROR",
|
||||
logging.CRITICAL: "CRITICAL",
|
||||
}
|
||||
|
||||
def emit(self, record):
|
||||
msg = self.format(record)
|
||||
|
||||
# Get color code and level name based on log level
|
||||
level_color = self.color_codes.get(record.levelno, "black")
|
||||
level_name = self.level_names.get(record.levelno, "UNKNOWN")
|
||||
|
||||
# Create HTML string with color code and level name
|
||||
html_msg = f'<span style="color: {level_color}">{level_name}: {html.escape(msg)}</span>'
|
||||
|
||||
# Emit signal with HTML message
|
||||
self.messageEmitted.emit(html_msg)
|
||||
|
|
@ -0,0 +1,61 @@
|
|||
import numpy as np
|
||||
import Utilities
|
||||
import cv2
|
||||
|
||||
from PyQt6.QtCore import QObject, pyqtSignal
|
||||
|
||||
|
||||
class ImageModel(QObject):
|
||||
image_changed = pyqtSignal(np.ndarray)
|
||||
input_image_changed = pyqtSignal(np.ndarray)
|
||||
|
||||
_image = None # output image
|
||||
_input_image = None # input image (backup)
|
||||
|
||||
def __init__(self):
|
||||
super().__init__()
|
||||
self.initialize()
|
||||
|
||||
@property
|
||||
def image(self):
|
||||
return self._image
|
||||
|
||||
@property
|
||||
def input_image(self):
|
||||
return self._input_image
|
||||
|
||||
@image.setter
|
||||
def image(self, img):
|
||||
self._image = img.copy()
|
||||
print("M: image changed!")
|
||||
# update in model is reflected in view by sending a signal to view
|
||||
self.image_changed.emit(img)
|
||||
|
||||
@input_image.setter
|
||||
def input_image(self, img):
|
||||
self._input_image = img.copy()
|
||||
self.image = img
|
||||
self.input_image_changed.emit(img)
|
||||
|
||||
def initialize(self):
|
||||
image = np.zeros((256, 256, 3), np.uint8)
|
||||
image[:, 0 : 256 // 2] = (255, 0, 0)
|
||||
image[:, 256 // 2 : 256] = (0, 0, 255)
|
||||
self.input_image = image
|
||||
|
||||
class ColorAnalysis:
|
||||
|
||||
_clusters = None
|
||||
_image = None
|
||||
_colors = None
|
||||
_labels = None
|
||||
|
||||
def __init__(self, img, clusters=3):
|
||||
self.CLUSTERS = clusters
|
||||
self.IMAGE = Utilities.resize_image(img, 100)
|
||||
cv2.imshow("Input", self.IMAGE)
|
||||
|
||||
def load_rgb_image(self, path):
|
||||
image = cv2.imread(path, 1)
|
||||
# image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
|
||||
self.image = image
|
||||
|
|
@ -0,0 +1,383 @@
|
|||
from PyQt6 import QtGui
|
||||
from PyQt6.QtCore import Qt, QRegularExpression
|
||||
from PyQt6.QtWidgets import QMainWindow
|
||||
from PyQt6.QtGui import QPixmap, QRegularExpressionValidator
|
||||
|
||||
|
||||
from PyQt6.QtCore import pyqtSlot
|
||||
|
||||
from PyQt6.QtWidgets import QFileDialog
|
||||
|
||||
|
||||
from Playground_UI import Ui_MainWindow
|
||||
|
||||
|
||||
class MainView(QMainWindow):
|
||||
def __init__(self, model, main_controller):
|
||||
super().__init__()
|
||||
self._model = model
|
||||
self._main_controller = main_controller
|
||||
self._ui = Ui_MainWindow()
|
||||
self._ui.setupUi(self)
|
||||
self.update_image()
|
||||
self.update_input_image()
|
||||
|
||||
self._ui.widget_histogram.controller = self._main_controller
|
||||
|
||||
####################
|
||||
# Input validators
|
||||
####################
|
||||
# Create a regular expression that matches integer values between 1 and infinity
|
||||
regex = QRegularExpression("[1-9][0-9]*")
|
||||
# Create a validator based on the regular expression
|
||||
validator = QRegularExpressionValidator(regex)
|
||||
# Set the validator for the line edit widget
|
||||
self._ui.lineEdit_image_height.setValidator(validator)
|
||||
self._ui.lineEdit_image_width.setValidator(validator)
|
||||
|
||||
####################################################################
|
||||
# connect widgets to controllers
|
||||
####################################################################
|
||||
# open file buttons
|
||||
# self._ui.pushButton.clicked.connect(self._main_controller.test_function)
|
||||
self._ui.actionBild_laden.triggered.connect(self.on_open_image_from_filesystem)
|
||||
self._ui.actionBild_speichern.triggered.connect(
|
||||
self.on_save_image_to_filesystem
|
||||
)
|
||||
self._ui.action_save_histogram.triggered.connect(
|
||||
self.on_save_histogram_to_filesystem
|
||||
)
|
||||
self._ui.horizontalSlider_color_clusters.sliderReleased.connect(
|
||||
self.on_color_cluster_slider_changed
|
||||
)
|
||||
self._ui.pushButton_hist_stretch.clicked.connect(
|
||||
self.on_hist_stretch_button_clicked
|
||||
)
|
||||
self._ui.pushButton_hist_equalization.clicked.connect(
|
||||
self.on_hist_equal_button_clicked
|
||||
)
|
||||
self._ui.pushButton_AWS_Labeling.clicked.connect(
|
||||
self.on_AWS_Rekognition_button_clicked
|
||||
)
|
||||
self._ui.pushButton_adjust_image_size.clicked.connect(
|
||||
self.on_resize_button_clicked
|
||||
)
|
||||
|
||||
self._ui.pushButton_reset_output_image.clicked.connect(
|
||||
self.on_reset_output_image_button_clicked
|
||||
)
|
||||
self._ui.pushButton_overwrite_input_image.clicked.connect(
|
||||
self.on_overwrite_input_image_button_clicked
|
||||
)
|
||||
self._ui.lineEdit_image_height.editingFinished.connect(
|
||||
self.on_new_image_height_requested
|
||||
)
|
||||
self._ui.lineEdit_image_width.editingFinished.connect(
|
||||
self.on_new_image_width_requested
|
||||
)
|
||||
|
||||
#########
|
||||
# Buttons für Übung
|
||||
#########
|
||||
self._ui.pushButton_show_channel1.clicked.connect(
|
||||
self.on_channel_1_button_clicked
|
||||
)
|
||||
self._ui.pushButton_show_channel2.clicked.connect(
|
||||
self.on_channel_2_button_clicked
|
||||
)
|
||||
self._ui.pushButton_show_channel3.clicked.connect(
|
||||
self.on_channel_3_button_clicked
|
||||
)
|
||||
self._ui.pushButton_do_image_manipulation.clicked.connect(
|
||||
self.on_do_first_image_manipulation_button_clicked
|
||||
)
|
||||
|
||||
self._ui.pushButton_hist_log.clicked.connect(
|
||||
self.on_apply_log_on_hist_button_clicked
|
||||
)
|
||||
self._ui.pushButton_hist_exp.clicked.connect(
|
||||
self.on_apply_exp_on_hist_button_clicked
|
||||
)
|
||||
self._ui.pushButton_hist_inv.clicked.connect(
|
||||
self.on_apply_inverse_on_hist_button_clicked
|
||||
)
|
||||
self._ui.horizontalSlider_hist_threshold.sliderReleased.connect(
|
||||
self.on_apply_threshold_on_hist_button_clicked
|
||||
)
|
||||
|
||||
self._ui.pushButton_filter_sobelX.clicked.connect(
|
||||
self.on_filter_sobelX_button_clicked
|
||||
)
|
||||
self._ui.pushButton_filter_sobelY.clicked.connect(
|
||||
self.on_filter_sobelY_button_clicked
|
||||
)
|
||||
self._ui.pushButton_filter_gauss.clicked.connect(
|
||||
self.on_filter_gauss_button_clicked
|
||||
)
|
||||
self._ui.pushButton_filter_movAvg.clicked.connect(
|
||||
self.on_filter_moving_avg_button_clicked
|
||||
)
|
||||
self._ui.pushButton_filter_movAvg_int.clicked.connect(
|
||||
self.on_filter_moving_avg_integral_button_clicked
|
||||
)
|
||||
self._ui.pushButton_filter_median.clicked.connect(
|
||||
self.on_filter_median_button_clicked
|
||||
)
|
||||
self._ui.pushButton_filter_evaluation.clicked.connect(
|
||||
self.on_runtime_evaluation_button_clicked
|
||||
)
|
||||
|
||||
####################################################################
|
||||
# listen for model event signals
|
||||
####################################################################
|
||||
# file name is updated
|
||||
self._model.image_changed.connect(self.on_image_changed)
|
||||
self._model.input_image_changed.connect(self.on_input_image_changed)
|
||||
|
||||
###################
|
||||
# Connect Logging
|
||||
###################
|
||||
|
||||
self._main_controller.log_handler.messageEmitted.connect(self.add_log_message)
|
||||
|
||||
def show(self):
|
||||
super().show()
|
||||
self.on_input_image_changed()
|
||||
|
||||
@pyqtSlot(str)
|
||||
def add_log_message(self, msg):
|
||||
"""Add a log message to the QTextBrowser widget."""
|
||||
self._ui.text_output.append(msg)
|
||||
|
||||
def resizeEvent(self, a0):
|
||||
self.on_input_image_changed()
|
||||
QMainWindow.resizeEvent(self, a0)
|
||||
|
||||
def on_open_image_from_filesystem(self):
|
||||
fname = QFileDialog.getOpenFileName(
|
||||
self, "Open file", "../", "Image Files (*.png *.jpg *.bmp)"
|
||||
)
|
||||
self._main_controller.loadImage(fname[0])
|
||||
print(fname[0])
|
||||
|
||||
def on_save_image_to_filesystem(self):
|
||||
fname, _ = QFileDialog.getSaveFileName(
|
||||
self, "Save file", "../", "Image Files (*.png *.jpg *.bmp)"
|
||||
)
|
||||
if fname:
|
||||
self._main_controller.saveImage(fname)
|
||||
|
||||
def on_save_histogram_to_filesystem(self):
|
||||
fname, _ = QFileDialog.getSaveFileName(
|
||||
self, "Save file", "../", "Image Files (*.png *.jpg *.bmp)"
|
||||
)
|
||||
if fname:
|
||||
self._ui.widget_histogram.save_histogram(fname)
|
||||
|
||||
def on_image_changed(self):
|
||||
self.update_image()
|
||||
self.update_histogram()
|
||||
self.update_image_information()
|
||||
|
||||
def on_input_image_changed(self):
|
||||
self.update_input_image()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_image_mouse_pressed(self):
|
||||
self._main_controller.logger.logger.critical("Mouse pressed")
|
||||
|
||||
def on_overwrite_input_image_button_clicked(self):
|
||||
self._main_controller.set_image_as_input_image()
|
||||
|
||||
def on_reset_output_image_button_clicked(self):
|
||||
self._main_controller.reset_output_image()
|
||||
|
||||
def on_new_image_height_requested(self):
|
||||
if self._ui.checkBox_fix_image_size.isChecked():
|
||||
image_size = self._main_controller.get_image_information()
|
||||
aspect_ratio = image_size[0] / image_size[1]
|
||||
# dim = (height, int(height * aspect_ratio))
|
||||
self._ui.lineEdit_image_width.setText(
|
||||
str(int(int(self._ui.lineEdit_image_height.text()) / aspect_ratio))
|
||||
)
|
||||
pass
|
||||
|
||||
def on_new_image_width_requested(self):
|
||||
if self._ui.checkBox_fix_image_size.isChecked():
|
||||
image_size = self._main_controller.get_image_information()
|
||||
aspect_ratio = image_size[0] / image_size[1]
|
||||
# dim = (height, int(height * aspect_ratio))
|
||||
self._ui.lineEdit_image_height.setText(
|
||||
str(int(int(self._ui.lineEdit_image_width.text()) * aspect_ratio))
|
||||
)
|
||||
pass
|
||||
|
||||
def on_color_cluster_slider_changed(self):
|
||||
dominant_colors = self._main_controller.analyseColors(
|
||||
self._ui.horizontalSlider_color_clusters.sliderPosition()
|
||||
)
|
||||
self.update_color_cluster_output(dominant_colors)
|
||||
print(self._ui.horizontalSlider_color_clusters.sliderPosition())
|
||||
|
||||
def on_hist_stretch_button_clicked(self):
|
||||
self._main_controller.stretch_image()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_hist_equal_button_clicked(self):
|
||||
self._main_controller.equalize_image()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_AWS_Rekognition_button_clicked(self):
|
||||
self._main_controller.label_image()
|
||||
|
||||
def update_color_cluster_output(self, dominant_colors):
|
||||
size = self._ui.label_image_color_analysis_output.size()
|
||||
visual_output = self._main_controller.create_visual_output(
|
||||
dominant_colors, size.width(), size.height()
|
||||
)
|
||||
qt_img = convert_cv_qt(visual_output, size.width(), size.height())
|
||||
self._ui.label_image_color_analysis_output.setPixmap(qt_img)
|
||||
|
||||
def on_resize_button_clicked(self):
|
||||
self._main_controller.resize_image(
|
||||
int(self._ui.lineEdit_image_width.text()),
|
||||
int(self._ui.lineEdit_image_height.text()),
|
||||
)
|
||||
# self.on_image_changed()
|
||||
|
||||
def update_image(self):
|
||||
frame = self._model.image
|
||||
size = self._ui.label_output_image.size()
|
||||
# qt_img = convert_cv_qt(frame, size.width(), size.height())
|
||||
qt_img = convert_cv2scaledqt(frame, size.width(), size.height())
|
||||
# self._ui.label_output_image.loadImage(qt_img)
|
||||
self._ui.label_output_image.setPixmap(qt_img)
|
||||
|
||||
def update_input_image(self):
|
||||
frame = self._model.input_image
|
||||
size = self._ui.label_output_image.size()
|
||||
qt_img = convert_cv2scaledqt(frame, size.width(), size.height())
|
||||
# qt_img = convert_cv_qt(frame, size.width(), size.height())
|
||||
self._ui.label_input_image.setPixmap(qt_img)
|
||||
|
||||
def update_histogram(self):
|
||||
self._ui.widget_histogram.drawHistogram(self._model.image)
|
||||
|
||||
def update_image_information(self):
|
||||
image_size = self._main_controller.get_image_information()
|
||||
self._ui.label_height_image.setText(str(image_size[0]))
|
||||
self._ui.label_width_image.setText(str(image_size[1]))
|
||||
|
||||
self._ui.lineEdit_image_height.setText(str(image_size[0]))
|
||||
self._ui.lineEdit_image_width.setText(str(image_size[1]))
|
||||
|
||||
pixel_colors = self._main_controller.get_pixel_information()
|
||||
self._ui.label_color_pixel1.setText(str(pixel_colors[0]))
|
||||
self._ui.label_color_pixel2.setText(str(pixel_colors[1]))
|
||||
|
||||
#####################
|
||||
# Übung 1
|
||||
#####################
|
||||
|
||||
def on_channel_1_button_clicked(self):
|
||||
self._main_controller.show_channel(0)
|
||||
self.on_image_changed()
|
||||
|
||||
def on_channel_2_button_clicked(self):
|
||||
self._main_controller.show_channel(1)
|
||||
self.on_image_changed()
|
||||
|
||||
def on_channel_3_button_clicked(self):
|
||||
self._main_controller.show_channel(2)
|
||||
self.on_image_changed()
|
||||
|
||||
def on_do_first_image_manipulation_button_clicked(self):
|
||||
self._main_controller.do_first_image_manipulation()
|
||||
self.on_image_changed()
|
||||
|
||||
#####################
|
||||
# Übung 2
|
||||
#####################
|
||||
|
||||
def on_apply_log_on_hist_button_clicked(self):
|
||||
self._main_controller.apply_log()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_apply_exp_on_hist_button_clicked(self):
|
||||
self._main_controller.apply_exp()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_apply_inverse_on_hist_button_clicked(self):
|
||||
self._main_controller.apply_inv()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_apply_threshold_on_hist_button_clicked(self):
|
||||
self._main_controller.apply_threshold(
|
||||
self._ui.horizontalSlider_hist_threshold.sliderPosition()
|
||||
)
|
||||
self.on_image_changed()
|
||||
|
||||
#####################
|
||||
# Übung 3
|
||||
#####################
|
||||
|
||||
def on_filter_sobelX_button_clicked(self):
|
||||
self._main_controller.apply_filter_sobelX()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_filter_sobelY_button_clicked(self):
|
||||
self._main_controller.apply_filter_sobelY()
|
||||
self.on_image_changed()
|
||||
|
||||
def on_filter_gauss_button_clicked(self):
|
||||
self._main_controller.apply_gaussian_filter(
|
||||
self._ui.spinBox_filter_avg_size.value()
|
||||
)
|
||||
self.on_image_changed()
|
||||
|
||||
def on_filter_moving_avg_button_clicked(self):
|
||||
self._main_controller.apply_moving_avg_filter(
|
||||
self._ui.spinBox_filter_avg_size.value()
|
||||
)
|
||||
self.on_image_changed()
|
||||
|
||||
def on_filter_moving_avg_integral_button_clicked(self):
|
||||
self._main_controller.apply_moving_avg_filter_integral(
|
||||
self._ui.spinBox_filter_avg_size.value()
|
||||
)
|
||||
self.on_image_changed()
|
||||
|
||||
def on_filter_median_button_clicked(self):
|
||||
self._main_controller.apply_median_filter(
|
||||
self._ui.spinBox_filter_avg_size.value()
|
||||
)
|
||||
self.on_image_changed()
|
||||
|
||||
def on_runtime_evaluation_button_clicked(self):
|
||||
self._main_controller.run_runtime_evaluation()
|
||||
|
||||
|
||||
def convert_cv_qt(cv_img, display_width, display_height):
|
||||
"""Convert from an opencv image to QPixmap"""
|
||||
h, w, ch = cv_img.shape
|
||||
bytes_per_line = ch * w
|
||||
convert_to_Qt_format = QtGui.QImage(
|
||||
cv_img.data, w, h, bytes_per_line, QtGui.QImage.Format.Format_RGB888
|
||||
)
|
||||
convert_to_Qt_format.scaled(
|
||||
display_width, display_height, Qt.AspectRatioMode.KeepAspectRatio
|
||||
)
|
||||
return QPixmap.fromImage(convert_to_Qt_format)
|
||||
|
||||
|
||||
def convert_cv2scaledqt(cv_img, display_width, display_height):
|
||||
"""Convert from an opencv image to QPixmap"""
|
||||
h, w, ch = cv_img.shape
|
||||
bytes_per_line = ch * w
|
||||
convert_to_Qt_format = QtGui.QImage(
|
||||
cv_img.data, w, h, bytes_per_line, QtGui.QImage.Format.Format_RGB888
|
||||
)
|
||||
p = convert_to_Qt_format.scaled(
|
||||
display_width, display_height, Qt.AspectRatioMode.KeepAspectRatio
|
||||
)
|
||||
return QPixmap.fromImage(p)
|
||||
Loading…
Reference in New Issue