dependencies for loss calculation

poetry.lock

@@ -490,6 +490,17 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
+[[package]]
+name = "pyee"
+version = "9.0.4"
+description = "A port of node.js's EventEmitter to python."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+typing-extensions = "*"
+
 [[package]]
 name = "Pygments"
 version = "2.14.0"
@@ -531,6 +542,18 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-ffmpeg"
+version = "2.0.4"
+description = "A python binding for FFmpeg which provides sync and async APIs"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+pyee = "*"
+typing-extensions = "*"
+
 [[package]]
 name = "pywin32"
 version = "305"
@@ -589,6 +612,21 @@ typing-extensions = "*"
 test = ["pytest (>=6.2)", "virtualenv (>20)"]
 toml = ["setuptools (>=42)"]
 
+[[package]]
+name = "shapely"
+version = "2.0.1"
+description = "Manipulation and analysis of geometric objects"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.14"
+
+[package.extras]
+docs = ["matplotlib", "numpydoc (>=1.1.0,<1.2.0)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -689,7 +727,7 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "0be721dacc49e5c4107a301abf984946e72f1a0cddb78b0e6fb38a98e2efe81b"
+content-hash = "6bcc5c0f937f434cdba0c6eb7892e418dc70871cd6fda3f51e7657411ebc9eb9"
 
 [metadata.files]
 appnope = [
@@ -1191,6 +1229,10 @@ pycparser = [
     {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
     {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
 ]
+pyee = [
+    {file = "pyee-9.0.4-py2.py3-none-any.whl", hash = "sha256:9f066570130c554e9cc12de5a9d86f57c7ee47fece163bbdaa3e9c933cfbdfa5"},
+    {file = "pyee-9.0.4.tar.gz", hash = "sha256:2770c4928abc721f46b705e6a72b0c59480c4a69c9a83ca0b00bb994f1ea4b32"},
+]
 Pygments = [
     {file = "Pygments-2.14.0-py3-none-any.whl", hash = "sha256:fa7bd7bd2771287c0de303af8bfdfc731f51bd2c6a47ab69d117138893b82717"},
     {file = "Pygments-2.14.0.tar.gz", hash = "sha256:b3ed06a9e8ac9a9aae5a6f5dbe78a8a58655d17b43b93c078f094ddc476ae297"},
@@ -1207,6 +1249,10 @@ python-dateutil = [
     {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
     {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
 ]
+python-ffmpeg = [
+    {file = "python-ffmpeg-2.0.4.tar.gz", hash = "sha256:4d5275a58da2a82fb550acbf496ff86e76d677e06b781baeefbe05a4cd47ab50"},
+    {file = "python_ffmpeg-2.0.4-py3-none-any.whl", hash = "sha256:89aa9a0a6232a4fda58a9153af7d6c73b4d80d52b08dcde2b3c4ddcceb392b95"},
+]
 pywin32 = [
     {file = "pywin32-305-cp310-cp310-win32.whl", hash = "sha256:421f6cd86e84bbb696d54563c48014b12a23ef95a14e0bdba526be756d89f116"},
     {file = "pywin32-305-cp310-cp310-win_amd64.whl", hash = "sha256:73e819c6bed89f44ff1d690498c0a811948f73777e5f97c494c152b850fad478"},
@@ -1352,6 +1398,46 @@ setuptools-scm = [
     {file = "setuptools_scm-7.1.0-py3-none-any.whl", hash = "sha256:73988b6d848709e2af142aa48c986ea29592bbcfca5375678064708205253d8e"},
     {file = "setuptools_scm-7.1.0.tar.gz", hash = "sha256:6c508345a771aad7d56ebff0e70628bf2b0ec7573762be9960214730de278f27"},
 ]
+shapely = [
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+    {file = "shapely-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9a6ac34c16f4d5d3c174c76c9d7614ec8fe735f8f82b6cc97a46b54f386a86bf"},
+    {file = "shapely-2.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:865bc3d7cc0ea63189d11a0b1120d1307ed7a64720a8bfa5be2fde5fc6d0d33f"},
+    {file = "shapely-2.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45b4833235b90bc87ee26c6537438fa77559d994d2d3be5190dd2e54d31b2820"},
+    {file = "shapely-2.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce88ec79df55430e37178a191ad8df45cae90b0f6972d46d867bf6ebbb58cc4d"},
+    {file = "shapely-2.0.1-cp310-cp310-win32.whl", hash = "sha256:01224899ff692a62929ef1a3f5fe389043e262698a708ab7569f43a99a48ae82"},
+    {file = "shapely-2.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:da71de5bf552d83dcc21b78cc0020e86f8d0feea43e202110973987ffa781c21"},
+    {file = "shapely-2.0.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:502e0a607f1dcc6dee0125aeee886379be5242c854500ea5fd2e7ac076b9ce6d"},
+    {file = "shapely-2.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7d3bbeefd8a6a1a1017265d2d36f8ff2d79d0162d8c141aa0d37a87063525656"},
+    {file = "shapely-2.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:f470a130d6ddb05b810fc1776d918659407f8d025b7f56d2742a596b6dffa6c7"},
+    {file = "shapely-2.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4641325e065fd3e07d55677849c9ddfd0cf3ee98f96475126942e746d55b17c8"},
+    {file = "shapely-2.0.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:90cfa4144ff189a3c3de62e2f3669283c98fb760cfa2e82ff70df40f11cadb39"},
+    {file = "shapely-2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70a18fc7d6418e5aea76ac55dce33f98e75bd413c6eb39cfed6a1ba36469d7d4"},
+    {file = "shapely-2.0.1-cp311-cp311-win32.whl", hash = "sha256:09d6c7763b1bee0d0a2b84bb32a4c25c6359ad1ac582a62d8b211e89de986154"},
+    {file = "shapely-2.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:d8f55f355be7821dade839df785a49dc9f16d1af363134d07eb11e9207e0b189"},
+    {file = "shapely-2.0.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:83a8ec0ee0192b6e3feee9f6a499d1377e9c295af74d7f81ecba5a42a6b195b7"},
+    {file = "shapely-2.0.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a529218e72a3dbdc83676198e610485fdfa31178f4be5b519a8ae12ea688db14"},
+    {file = "shapely-2.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:91575d97fd67391b85686573d758896ed2fc7476321c9d2e2b0c398b628b961c"},
+    {file = "shapely-2.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c8b0d834b11be97d5ab2b4dceada20ae8e07bcccbc0f55d71df6729965f406ad"},
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+    {file = "shapely-2.0.1-cp37-cp37m-win_amd64.whl", hash = "sha256:05c51a29336e604c084fb43ae5dbbfa2c0ef9bd6fedeae0a0d02c7b57a56ba46"},
+    {file = "shapely-2.0.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:b519cf3726ddb6c67f6a951d1bb1d29691111eaa67ea19ddca4d454fbe35949c"},
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+    {file = "shapely-2.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d173d24e85e51510e658fb108513d5bc11e3fd2820db6b1bd0522266ddd11f51"},
+    {file = "shapely-2.0.1-cp38-cp38-win32.whl", hash = "sha256:3cb256ae0c01b17f7bc68ee2ffdd45aebf42af8992484ea55c29a6151abe4386"},
+    {file = "shapely-2.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:c7eed1fb3008a8a4a56425334b7eb82651a51f9e9a9c2f72844a2fb394f38a6c"},
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+    {file = "shapely-2.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:33403b8896e1d98aaa3a52110d828b18985d740cc9f34f198922018b1e0f8afe"},
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+    {file = "shapely-2.0.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c43755d2c46b75a7b74ac6226d2cc9fa2a76c3263c5ae70c195c6fb4e7b08e79"},
+    {file = "shapely-2.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ad81f292fffbd568ae71828e6c387da7eb5384a79db9b4fde14dd9fdeffca9a"},
+    {file = "shapely-2.0.1-cp39-cp39-win32.whl", hash = "sha256:b50c401b64883e61556a90b89948297f1714dbac29243d17ed9284a47e6dd731"},
+    {file = "shapely-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:bca57b683e3d94d0919e2f31e4d70fdfbb7059650ef1b431d9f4e045690edcd5"},
+    {file = "shapely-2.0.1.tar.gz", hash = "sha256:66a6b1a3e72ece97fc85536a281476f9b7794de2e646ca8a4517e2e3c1446893"},
+]
 six = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},

pyproject.toml

@@ -14,6 +14,8 @@ tqdm = "^4.65.0"
 coloredlogs = "^15.0.1"
 PyYAML = "^6.0"
 Pillow = "^9.4.0"
+shapely = "^2.0.1"
+python-ffmpeg = "^2.0.4"
 
 
 [tool.poetry.group.dev.dependencies]