CI: deploy Docker/PDM Space

.vscode/settings.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d76e7bc01ebb96cad803755bd4af58440842e7f6693c001033d073666e9e1175
-size 174
+oid sha256:fc8e59fbfc21ebde59881f8d453609aac35ec4897947bfa624bb1acccc55faba
+size 171

1.49.1

@@ -0,0 +1,104 @@
+Collecting streamlit
+  Downloading streamlit-1.51.0-py3-none-any.whl.metadata (9.5 kB)
+Collecting altair!=5.4.0,!=5.4.1,<6,>=4.0 (from streamlit)
+  Downloading altair-5.5.0-py3-none-any.whl.metadata (11 kB)
+Requirement already satisfied: blinker<2,>=1.5.0 in c:\users\darre\miniconda3\lib\site-packages (from streamlit) (1.9.0)
+Collecting cachetools<7,>=4.0 (from streamlit)
+  Downloading cachetools-6.2.1-py3-none-any.whl.metadata (5.5 kB)
+Requirement already satisfied: click<9,>=7.0 in c:\users\darre\miniconda3\lib\site-packages (from streamlit) (8.1.8)
+Collecting numpy<3,>=1.23 (from streamlit)
+  Downloading numpy-2.3.4-cp313-cp313-win_amd64.whl.metadata (60 kB)
+Requirement already satisfied: packaging<26,>=20 in c:\users\darre\miniconda3\lib\site-packages (from streamlit) (25.0)
+Collecting pandas<3,>=1.4.0 (from streamlit)
+  Downloading pandas-2.3.3-cp313-cp313-win_amd64.whl.metadata (19 kB)
+Collecting pillow<13,>=7.1.0 (from streamlit)
+  Downloading pillow-12.0.0-cp313-cp313-win_amd64.whl.metadata (9.0 kB)
+Collecting protobuf<7,>=3.20 (from streamlit)
+  Downloading protobuf-6.33.0-cp310-abi3-win_amd64.whl.metadata (593 bytes)
+Collecting pyarrow<22,>=7.0 (from streamlit)
+  Downloading pyarrow-21.0.0-cp313-cp313-win_amd64.whl.metadata (3.4 kB)
+Requirement already satisfied: requests<3,>=2.27 in c:\users\darre\miniconda3\lib\site-packages (from streamlit) (2.32.5)
+Collecting tenacity<10,>=8.1.0 (from streamlit)
+  Downloading tenacity-9.1.2-py3-none-any.whl.metadata (1.2 kB)
+Collecting toml<2,>=0.10.1 (from streamlit)
+  Downloading toml-0.10.2-py2.py3-none-any.whl.metadata (7.1 kB)
+Requirement already satisfied: typing-extensions<5,>=4.4.0 in c:\users\darre\miniconda3\lib\site-packages (from streamlit) (4.15.0)
+Collecting watchdog<7,>=2.1.5 (from streamlit)
+  Downloading watchdog-6.0.0-py3-none-win_amd64.whl.metadata (44 kB)
+Collecting gitpython!=3.1.19,<4,>=3.0.7 (from streamlit)
+  Downloading gitpython-3.1.45-py3-none-any.whl.metadata (13 kB)
+Collecting pydeck<1,>=0.8.0b4 (from streamlit)
+  Downloading pydeck-0.9.1-py2.py3-none-any.whl.metadata (4.1 kB)
+Collecting tornado!=6.5.0,<7,>=6.0.3 (from streamlit)
+  Downloading tornado-6.5.2-cp39-abi3-win_amd64.whl.metadata (2.9 kB)
+Collecting jinja2 (from altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Using cached jinja2-3.1.6-py3-none-any.whl.metadata (2.9 kB)
+Collecting jsonschema>=3.0 (from altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Downloading jsonschema-4.25.1-py3-none-any.whl.metadata (7.6 kB)
+Collecting narwhals>=1.14.2 (from altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Downloading narwhals-2.10.0-py3-none-any.whl.metadata (11 kB)
+Requirement already satisfied: colorama in c:\users\darre\miniconda3\lib\site-packages (from click<9,>=7.0->streamlit) (0.4.6)
+Collecting gitdb<5,>=4.0.1 (from gitpython!=3.1.19,<4,>=3.0.7->streamlit)
+  Downloading gitdb-4.0.12-py3-none-any.whl.metadata (1.2 kB)
+Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->gitpython!=3.1.19,<4,>=3.0.7->streamlit)
+  Downloading smmap-5.0.2-py3-none-any.whl.metadata (4.3 kB)
+Collecting python-dateutil>=2.8.2 (from pandas<3,>=1.4.0->streamlit)
+  Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB)
+Collecting pytz>=2020.1 (from pandas<3,>=1.4.0->streamlit)
+  Downloading pytz-2025.2-py2.py3-none-any.whl.metadata (22 kB)
+Collecting tzdata>=2022.7 (from pandas<3,>=1.4.0->streamlit)
+  Downloading tzdata-2025.2-py2.py3-none-any.whl.metadata (1.4 kB)
+Requirement already satisfied: charset_normalizer<4,>=2 in c:\users\darre\miniconda3\lib\site-packages (from requests<3,>=2.27->streamlit) (3.3.2)
+Requirement already satisfied: idna<4,>=2.5 in c:\users\darre\miniconda3\lib\site-packages (from requests<3,>=2.27->streamlit) (3.7)
+Requirement already satisfied: urllib3<3,>=1.21.1 in c:\users\darre\miniconda3\lib\site-packages (from requests<3,>=2.27->streamlit) (2.5.0)
+Requirement already satisfied: certifi>=2017.4.17 in c:\users\darre\miniconda3\lib\site-packages (from requests<3,>=2.27->streamlit) (2025.10.5)
+Collecting MarkupSafe>=2.0 (from jinja2->altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Using cached markupsafe-3.0.3-cp313-cp313-win_amd64.whl.metadata (2.8 kB)
+Collecting attrs>=22.2.0 (from jsonschema>=3.0->altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Downloading attrs-25.4.0-py3-none-any.whl.metadata (10 kB)
+Collecting jsonschema-specifications>=2023.03.6 (from jsonschema>=3.0->altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Downloading jsonschema_specifications-2025.9.1-py3-none-any.whl.metadata (2.9 kB)
+Collecting referencing>=0.28.4 (from jsonschema>=3.0->altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Downloading referencing-0.37.0-py3-none-any.whl.metadata (2.8 kB)
+Collecting rpds-py>=0.7.1 (from jsonschema>=3.0->altair!=5.4.0,!=5.4.1,<6,>=4.0->streamlit)
+  Downloading rpds_py-0.28.0-cp313-cp313-win_amd64.whl.metadata (4.2 kB)
+Collecting six>=1.5 (from python-dateutil>=2.8.2->pandas<3,>=1.4.0->streamlit)
+  Downloading six-1.17.0-py2.py3-none-any.whl.metadata (1.7 kB)
+Downloading streamlit-1.51.0-py3-none-any.whl (10.2 MB)
+   ---------------------------------------- 10.2/10.2 MB 38.4 MB/s  0:00:00
+Downloading altair-5.5.0-py3-none-any.whl (731 kB)
+   ---------------------------------------- 731.2/731.2 kB 32.8 MB/s  0:00:00
+Downloading cachetools-6.2.1-py3-none-any.whl (11 kB)
+Downloading gitpython-3.1.45-py3-none-any.whl (208 kB)
+Downloading gitdb-4.0.12-py3-none-any.whl (62 kB)
+Downloading numpy-2.3.4-cp313-cp313-win_amd64.whl (12.8 MB)
+   ---------------------------------------- 12.8/12.8 MB 50.2 MB/s  0:00:00
+Downloading pandas-2.3.3-cp313-cp313-win_amd64.whl (11.0 MB)
+   ---------------------------------------- 11.0/11.0 MB 49.6 MB/s  0:00:00
+Downloading pillow-12.0.0-cp313-cp313-win_amd64.whl (7.0 MB)
+   ---------------------------------------- 7.0/7.0 MB 48.1 MB/s  0:00:00
+Downloading protobuf-6.33.0-cp310-abi3-win_amd64.whl (436 kB)
+Downloading pyarrow-21.0.0-cp313-cp313-win_amd64.whl (26.1 MB)
+   ---------------------------------------- 26.1/26.1 MB 31.9 MB/s  0:00:00
+Downloading pydeck-0.9.1-py2.py3-none-any.whl (6.9 MB)
+   ---------------------------------------- 6.9/6.9 MB 48.7 MB/s  0:00:00
+Downloading smmap-5.0.2-py3-none-any.whl (24 kB)
+Downloading tenacity-9.1.2-py3-none-any.whl (28 kB)
+Downloading toml-0.10.2-py2.py3-none-any.whl (16 kB)
+Downloading tornado-6.5.2-cp39-abi3-win_amd64.whl (445 kB)
+Downloading watchdog-6.0.0-py3-none-win_amd64.whl (79 kB)
+Using cached jinja2-3.1.6-py3-none-any.whl (134 kB)
+Downloading jsonschema-4.25.1-py3-none-any.whl (90 kB)
+Downloading attrs-25.4.0-py3-none-any.whl (67 kB)
+Downloading jsonschema_specifications-2025.9.1-py3-none-any.whl (18 kB)
+Using cached markupsafe-3.0.3-cp313-cp313-win_amd64.whl (15 kB)
+Downloading narwhals-2.10.0-py3-none-any.whl (418 kB)
+Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
+Downloading pytz-2025.2-py2.py3-none-any.whl (509 kB)
+Downloading referencing-0.37.0-py3-none-any.whl (26 kB)
+Downloading rpds_py-0.28.0-cp313-cp313-win_amd64.whl (227 kB)
+Downloading six-1.17.0-py2.py3-none-any.whl (11 kB)
+Downloading tzdata-2025.2-py2.py3-none-any.whl (347 kB)
+Installing collected packages: pytz, watchdog, tzdata, tornado, toml, tenacity, smmap, six, rpds-py, pyarrow, protobuf, pillow, numpy, narwhals, MarkupSafe, cachetools, attrs, referencing, python-dateutil, jinja2, gitdb, pydeck, pandas, jsonschema-specifications, gitpython, jsonschema, altair, streamlit
+
+Successfully installed MarkupSafe-3.0.3 altair-5.5.0 attrs-25.4.0 cachetools-6.2.1 gitdb-4.0.12 gitpython-3.1.45 jinja2-3.1.6 jsonschema-4.25.1 jsonschema-specifications-2025.9.1 narwhals-2.10.0 numpy-2.3.4 pandas-2.3.3 pillow-12.0.0 protobuf-6.33.0 pyarrow-21.0.0 pydeck-0.9.1 python-dateutil-2.9.0.post0 pytz-2025.2 referencing-0.37.0 rpds-py-0.28.0 six-1.17.0 smmap-5.0.2 streamlit-1.51.0 tenacity-9.1.2 toml-0.10.2 tornado-6.5.2 tzdata-2025.2 watchdog-6.0.0

2.0.1+cu121

@@ -0,0 +1,19 @@
+Collecting torch
+  Using cached torch-2.9.0-cp313-cp313-win_amd64.whl.metadata (30 kB)
+Requirement already satisfied: filelock in c:\users\darre\miniconda3\lib\site-packages (from torch) (3.20.0)
+Requirement already satisfied: typing-extensions>=4.10.0 in c:\users\darre\miniconda3\lib\site-packages (from torch) (4.15.0)
+Requirement already satisfied: sympy>=1.13.3 in c:\users\darre\miniconda3\lib\site-packages (from torch) (1.14.0)
+Collecting networkx>=2.5.1 (from torch)
+  Using cached networkx-3.5-py3-none-any.whl.metadata (6.3 kB)
+Requirement already satisfied: jinja2 in c:\users\darre\miniconda3\lib\site-packages (from torch) (3.1.6)
+Collecting fsspec>=0.8.5 (from torch)
+  Using cached fsspec-2025.9.0-py3-none-any.whl.metadata (10 kB)
+Requirement already satisfied: setuptools in c:\users\darre\miniconda3\lib\site-packages (from torch) (80.9.0)
+Requirement already satisfied: mpmath<1.4,>=1.1.0 in c:\users\darre\miniconda3\lib\site-packages (from sympy>=1.13.3->torch) (1.3.0)
+Requirement already satisfied: MarkupSafe>=2.0 in c:\users\darre\miniconda3\lib\site-packages (from jinja2->torch) (3.0.3)
+Using cached torch-2.9.0-cp313-cp313-win_amd64.whl (109.3 MB)
+Using cached fsspec-2025.9.0-py3-none-any.whl (199 kB)
+Using cached networkx-3.5-py3-none-any.whl (2.0 MB)
+Installing collected packages: networkx, fsspec, torch
+
+Successfully installed fsspec-2025.9.0 networkx-3.5 torch-2.9.0

pyproject.toml

@@ -15,6 +15,17 @@ dependencies = [
     "pandas>=2.3.2",
     "opencv-python>=4.12.0.88",
     "yt-dlp>=2025.10.22",
+    "torch>=2.0.1",
+    "torchvision>=0.15.2",
+    "faster-coco-eval>=1.6.5",
+    "PyYAML",
+    "tensorboard",
+    "scipy",
+    "calflops",
+    "transformers",
+    "wandb>=0.15.0",
+    "opencv-python",
+    "ultralytics",
 ]
 requires-python = "==3.11.*"
 readme = "README.md"
@@ -148,3 +159,7 @@ select = [
 dev = [
     "ruff>=0.13.1",
 ]
+
+[build-system]
+requires = ["pdm-backend"]
+build-backend = "pdm.backend"

services/app_service/requirements.txt

@@ -1,6 +1,16 @@
-torch>=2.0.1+cu121 --index-url https://download.pytorch.org/whl/cu121
-torchvision>=0.15.2+cu121 --index-url https://download.pytorch.org/whl/cu121
+# Use the PyTorch CUDA 12.4 wheel index *in addition* to PyPI
+--extra-index-url https://download.pytorch.org/whl/cu124
+
+# --- Core PyTorch (CUDA 12.4 builds) ---
+torch==2.6.0+cu124
+torchvision==0.21.0+cu124
+# torchaudio (optional, version must match torch MAJOR.MINOR)
+# torchaudio==2.6.0+cu124
+
+# --- Evaluation and metrics ---
 faster-coco-eval>=1.6.5
+
+# --- Core utilities ---
 PyYAML
 tensorboard
 scipy
@@ -8,4 +18,4 @@ calflops
 transformers
 wandb>=0.15.0
 opencv-python
-ultralytics
+ultralytics

services/app_service/resources/cookies/www.youtube.com_cookies (1).txt

@@ -14,13 +14,13 @@
 .youtube.com	TRUE	/	TRUE	1795860052	__Secure-1PSID	g.a0002wgrpcW9K-QNYioDxFejw3GZD9efUs0mRhFq3acAXjra01COElc9yIf8E5lZjcmehkOAoAACgYKATYSARUSFQHGX2MiWlVwx7WCXoMqEpE8OPe6uBoVAUF8yKoNXCEYEM1OaXvtmwgRgVk50076
 .youtube.com	TRUE	/	TRUE	1795860052	__Secure-3PSID	g.a0002wgrpcW9K-QNYioDxFejw3GZD9efUs0mRhFq3acAXjra01COIiAEqiDC2XZPFcs_RH2U7AACgYKAfYSARUSFQHGX2Mi0KLOQQs0Au5u5xYXwmfaBhoVAUF8yKqN132DDK9He9JDLUX1bEz10076
 .youtube.com	TRUE	/	TRUE	1795860053	LOGIN_INFO	AFmmF2swRAIgRKXvUyDr8P18ZQwmyUgxyKGvHjNBMkeIsGSaWm76WDACIG2OvtxNgjffm-ENPsSwdsv6sn1Rv3OLmUXY8uVhCzEF:QUQ3MjNmeWxRMkNvOEtZejh3VEVRRGxlazNMY3hEa0Zhc0dUcl9vTlVFZWtDdk5PX2laWWpvLWE0WngxbW9oYlNQRzFackoxeUpmTkx5SGtsWW9kUXl4eFo1ZUphTVFiYkhlRGxsTksyUUZkRnBBbTNDWWFVLUdlS09QaUVyUU1SVEtVOVNaOElJSFl5X2JPS09TT2JSQkswelFSaW43TVln
-.youtube.com	TRUE	/	FALSE	1793351175	SIDCC	AKEyXzV8e32I-nnbJzEY5j4TQy06avri2hHBas7W9hWZGew_fhiG_9b5i_5gYFp66-zRrA1vuA
-.youtube.com	TRUE	/	TRUE	1793351175	__Secure-1PSIDCC	AKEyXzU3nlnk-ziz0bCMg4r0sGJli1P1mtwoZMAvXzg6_z8WUFTv2x95UhIec-leAYD3reZ9
-.youtube.com	TRUE	/	TRUE	1793351175	__Secure-3PSIDCC	AKEyXzWHBNVMgcM1KPXf9kSGjCyWGVyhavgiKvoyc-44knJsJXocOfEDjrtEBKluyfGyoT0hSA
+.youtube.com	TRUE	/	FALSE	1793362858	SIDCC	AKEyXzUlSZeSp7RKqriNHhkOIgP-527L2Qo0mBHL2wR7mo46WBZJVu8HN4fYbim3KWgkcG31TQ
+.youtube.com	TRUE	/	TRUE	1793362858	__Secure-1PSIDCC	AKEyXzXH3RkOEy7RH8Ai-ZSNuIFVAKRHHP8pT44YUvUrGwY_me4OPnMOeU_IDbQ72S-5ZbVv
+.youtube.com	TRUE	/	TRUE	1793362858	__Secure-3PSIDCC	AKEyXzUpmopZlbBqm7ssqHXKpLbhJu5h2khnLNdnBCGxBHSLDuGwheG-kcYEVh9OHuoiqy4Oew
 .youtube.com	TRUE	/	TRUE	0	YSC	JNOzy0pmT_0
-.youtube.com	TRUE	/	TRUE	1777367175	VISITOR_INFO1_LIVE	y1BPxdbbDNs
-.youtube.com	TRUE	/	TRUE	1777367175	VISITOR_PRIVACY_METADATA	CgJBVRIEGgAgJw%3D%3D
+.youtube.com	TRUE	/	TRUE	1777378858	VISITOR_INFO1_LIVE	y1BPxdbbDNs
+.youtube.com	TRUE	/	TRUE	1777378858	VISITOR_PRIVACY_METADATA	CgJBVRIEGgAgJw%3D%3D
 .youtube.com	TRUE	/	TRUE	1777352393	__Secure-ROLLOUT_TOKEN	CMDh2N6P_q_XIBDpoLH5yLyQAxiel4z1kcuQAw%3D%3D
-.youtube.com	TRUE	/	TRUE	1824887175	__Secure-YT_TVFAS	t=489249&s=2
-.youtube.com	TRUE	/	TRUE	1777367175	DEVICE_INFO	ChxOelUyTlRBNE56VXlNek0xTnpBek16QTVOdz09EIfVjMgGGIWu8scG
-.youtube.com	TRUE	/tv	TRUE	1794647175	__Secure-YT_DERP	CPjNrY5_
+.youtube.com	TRUE	/	TRUE	1824898858	__Secure-YT_TVFAS	t=489249&s=2
+.youtube.com	TRUE	/	TRUE	1777378858	DEVICE_INFO	ChxOelUyTlRBNE56VXlNek0xTnpBek16QTVOdz09EKqwjcgGGIWu8scG
+.youtube.com	TRUE	/tv	TRUE	1794658858	__Secure-YT_DERP	CPjNrY5_