updated the python project version

.python-version

@@ -1 +1 @@
-3.11.10
+3.12

FER/prediction.py

@@ -1,4 +1,3 @@
-from models.PosterV2_7cls import pyramid_trans_expr2
 import torch
 import os
 from torchvision import transforms
@@ -13,17 +12,6 @@ else:
     device = "cpu"
 
 print(f"Using device: {device}")
-# Predicting the model
-# def prediction(model, image_path):
-model = pyramid_trans_expr2(img_size=224, num_classes=7)
-
-model = torch.nn.DataParallel(model)
-model = model.to(device)
-
-script_dir = os.path.dirname(os.path.abspath(__file__))
-
-# Construct the full path to the model file
-model_path = os.path.join(script_dir,"models","checkpoints","raf-db-model_best.pth")
 
 image_arr = []
 for foldername, subfolders, filenames in os.walk("../FER/Images/"):
@@ -32,6 +20,7 @@ for foldername, subfolders, filenames in os.walk("../FER/Images/"):
         file_path = os.path.join(foldername, filename)
         image_arr.append(f"{file_path}")
 
+
 def predict(model, image_path):
     from face_detection import face_detection
 

pyproject.toml

@@ -1,139 +1,44 @@
 [project]
-name = "tadbot"
+name = "learninguv"
 version = "0.1.0"
 description = "Add your description here"
 readme = "README.md"
-requires-python = ">=3.11"
+requires-python = ">=3.12"
 dependencies = [
-    "absl-py==2.1.0",
-    "accelerate==1.1.1",
-    "aiohappyeyeballs==2.4.3",
-    "aiohttp==3.10.10",
-    "aiosignal==1.3.1",
-    "astunparse==1.6.3",
-    "attrs==24.2.0",
-    "beautifulsoup4==4.12.3",
-    "bitsandbytes==0.44.1",
-    "blinker==1.9.0",
-    "certifi==2024.8.30",
-    "charset-normalizer==3.4.0",
-    "click==8.1.7",
-    "colorama==0.4.6",
-    "colorama==0.4.6 ; platform_system == 'Windows'",
-    "contourpy==1.3.0",
-    "cycler==0.12.1",
-    "datasets==3.1.0",
-    "deepface==0.0.93",
-    "dill==0.3.8",
-    "filelock==3.16.1",
-    "fire==0.7.0",
-    "flask-cors==5.0.0",
-    "flask==3.0.3",
-    "flatbuffers==24.3.25",
-    "fonttools==4.54.1",
-    "frozenlist==1.5.0",
-    "fsspec==2024.9.0",
-    "gast==0.6.0",
-    "gdown==5.2.0",
-    "google-pasta==0.2.0",
-    "grpcio==1.67.1",
-    "gunicorn==23.0.0",
-    "h5py==3.12.1",
-    "huggingface-hub==0.26.2",
-    "idna==3.10",
-    "ipykernel>=6.29.5",
-    "ipywidgets>=8.1.5",
-    "itsdangerous==2.2.0",
-    "jinja2==3.1.4",
-    "joblib==1.4.2",
-    "jsonlines==4.0.0",
-    "keras==3.6.0",
-    "kiwisolver==1.4.7",
-    "libclang==18.1.1",
-    "lz4==4.3.3",
-    "markdown-it-py==3.0.0",
-    "markdown==3.7",
-    "markupsafe==3.0.1",
-    "matplotlib==3.9.2",
-    "mdurl==0.1.2",
-    "ml-dtypes==0.4.1",
-    "mpmath==1.3.0",
-    "mtcnn==1.0.0",
-    "multidict==6.1.0",
-    "multiprocess==0.70.16",
-    "namex==0.0.8",
-    "networkx==3.4.2",
-    "numpy==2.0.2",
-    "nvidia-cublas-cu12==12.4.5.8 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-cuda-cupti-cu12==12.4.127 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-cuda-nvrtc-cu12==12.4.127 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-cuda-runtime-cu12==12.4.127 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-cudnn-cu12==9.1.0.70 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-cufft-cu12==11.2.1.3 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-curand-cu12==10.3.5.147 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-cusolver-cu12==11.6.1.9 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-cusparse-cu12==12.3.1.170 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-nccl-cu12==2.21.5 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-nvjitlink-cu12==12.4.127 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "nvidia-nvtx-cu12==12.4.127 ; platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "opencv-python==4.10.0.84",
-    "opt-einsum==3.4.0",
-    "optree==0.13.0",
-    "packaging==24.2",
-    "pandas==2.2.3",
-    "peft==0.13.2",
-    "pillow==11.0.0",
-    "propcache==0.2.0",
-    "protobuf==5.28.3",
-    "psutil==6.1.0",
-    "pyarrow==18.0.0",
-    "pygments==2.18.0",
-    "pyparsing==3.2.0",
-    "pysocks==1.7.1",
-    "python-dateutil==2.9.0.post0",
-    "pytz==2024.2",
-    "pyyaml==6.0.2",
-    "regex==2024.11.6",
-    "requests==2.32.3",
-    "retina-face==0.0.17",
-    "rich==13.9.4",
-    "safetensors==0.4.5",
-    "scikit-learn==1.5.2",
-    "scipy==1.14.1",
-    "setuptools==75.4.0",
-    "six==1.16.0",
-    "soupsieve==2.6",
-    "sympy==1.13.1",
-    "tensorboard-data-server==0.7.2",
-    "tensorboard==2.18.0",
-    "tensorflow-intel==2.18.0",
-    "tensorflow-io-gcs-filesystem==0.31.0",
-    "tensorflow-io-gcs-filesystem==0.31.0 ; python_full_version < '3.12'",
-    "tensorflow==2.18.0",
-    "termcolor==2.5.0",
-    "tf-keras>=2.18.0",
-    "threadpoolctl==3.5.0",
-    "tokenizers==0.20.3",
+    "ruff>=0.7.3",
     "torch==2.5.1+cu124",
-    "torchaudio==2.5.1+cu124",
-    "torchsampler==0.1.2",
     "torchvision==0.20.1+cu124",
-    "tqdm==4.67.0",
-    "transformers==4.46.2",
-    "triton==3.1.0 ; python_full_version < '3.13' and platform_machine == 'x86_64' and platform_system == 'Linux'",
-    "trl==0.12.0",
-    "typing-extensions==4.12.2",
-    "tzdata==2024.2",
-    "urllib3==2.2.3",
-    "werkzeug==3.1.3",
-    "wheel==0.45.0",
-    "wrapt==1.16.0",
-    "xxhash==3.5.0",
-    "yarl==1.17.1",
+    "torchaudio==2.5.1+cu124",
+    "huggingface-hub>=0.26.2",
+    "timm>=1.0.11",
+    "thop>=0.1.1.post2209072238",
+    "deepface==0.0.93",
+    "bitsandbytes>=0.44.1",
+    "peft>=0.13.2",
+    "trl>=0.12.1",
+    "ninja==1.11.1.1",
+    "numpy>=1.26.4",
 ]
 
+[tool.uv.sources]
+torch = { index = "pytorch" }
+torchvision = { index = "pytorch" }
+torchaudio = { index = "pytorch" }
+deepface = {git = "https://github.com/serengil/deepface", tag="v0.0.93"}
+
 [[tool.uv.index]]
+name = "pytorch"
 url = "https://download.pytorch.org/whl/cu124"
+explicit = true
 
-[[tool.uv.index]]
-url = "https://pypi.org/simple"
+[dependency-groups]
+dev = [
+    "deepface>=0.0.93",
+    "numpy<2",
+    "opencv-python>=4.10.0.84",
+    "thop>=0.1.1.post2209072238",
+    "timm>=1.0.11",
+    "torch>=2.5.1",
+    "torchaudio>=2.5.1",
+    "torchvision>=0.20.1",
+]

requirements.in

@@ -1,19 +1,140 @@
--i https://pypi.org/simple
---extra-index-url https://download.pytorch.org/whl/cu124
+absl-py==2.1.0
+accelerate==1.1.1
+aiohappyeyeballs==2.4.3
+aiohttp==3.10.10
+aiosignal==1.3.1
+asttokens==2.4.1
+astunparse==1.6.3
+attrs==24.2.0
+beautifulsoup4==4.12.3
+bitsandbytes==0.44.1
+blinker==1.9.0
+certifi==2024.8.30
+charset-normalizer==3.4.0
+click==8.1.7
+colorama==0.4.6
+comm==0.2.2
+contourpy==1.3.0
+cycler==0.12.1
+datasets==3.1.0
+debugpy==1.8.8
+decorator==5.1.1
+deepface==0.0.93
+dill==0.3.8
+executing==2.1.0
+filelock==3.16.1
+fire==0.7.0
+flask==3.0.3
+flask-cors==5.0.0
+flatbuffers==24.3.25
+fonttools==4.54.1
+frozenlist==1.5.0
+fsspec==2024.9.0
+gast==0.6.0
+gdown==5.2.0
+google-pasta==0.2.0
+grpcio==1.67.1
+gunicorn==23.0.0
+h5py==3.12.1
 huggingface-hub==0.26.2
+idna==3.10
+ipykernel==6.29.5
+ipython==8.29.0
+ipywidgets==8.1.5
+itsdangerous==2.2.0
+jedi==0.19.2
+jinja2==3.1.4
+joblib==1.4.2
+jsonlines==4.0.0
+jupyter-client==8.6.3
+jupyter-core==5.7.2
+jupyterlab-widgets==3.0.13
+keras==3.6.0
+kiwisolver==1.4.7
+libclang==18.1.1
+lz4==4.3.3
+markdown==3.7
+markdown-it-py==3.0.0
+markupsafe==3.0.1
+matplotlib==3.9.2
+matplotlib-inline==0.1.7
+mdurl==0.1.2
+ml-dtypes==0.4.1
+mpmath==1.3.0
+mtcnn==1.0.0
+multidict==6.1.0
+multiprocess==0.70.16
+namex==0.0.8
+nest-asyncio==1.6.0
+networkx==3.4.2
+numpy==2.0.2
+opencv-python==4.10.0.84
+opt-einsum==3.4.0
+optree==0.13.0
+packaging==24.2
+pandas==2.2.3
+parso==0.8.4
+peft==0.13.2
+pillow==11.0.0
+platformdirs==4.3.6
+prompt-toolkit==3.0.48
+propcache==0.2.0
+protobuf==5.28.3
+psutil==6.1.0
+pure-eval==0.2.3
+pyarrow==18.0.0
+pygments==2.18.0
+pyparsing==3.2.0
+pysocks==1.7.1
+python-dateutil==2.9.0.post0
+pytz==2024.2
+pywin32==308
+pyyaml==6.0.2
+pyzmq==26.2.0
+regex==2024.11.6
+requests==2.32.3
+retina-face==0.0.17
+rich==13.9.4
+safetensors==0.4.5
 scikit-learn==1.5.2
+scipy==1.14.1
+setuptools==75.4.0
+six==1.16.0
+soupsieve==2.6
+stack-data==0.6.3
+sympy==1.13.1
+tensorboard==2.18.0
+tensorboard-data-server==0.7.2
+tensorflow==2.18.0
+tensorflow-intel==2.18.0
+tensorflow-io-gcs-filesystem==0.31.0
+termcolor==2.5.0
+tf-keras==2.18.0
+thop==0.1.1.post2209072238
+threadpoolctl==3.5.0
+timm==1.0.11
+tokenizers==0.20.3
 torch==2.5.1+cu124
 torchaudio==2.5.1+cu124
 torchsampler==0.1.2
 torchvision==0.20.1+cu124
-matplotlib==3.9.2
-deepface==0.0.93
+tornado==6.4.1
+tqdm==4.67.0
+traitlets==5.14.3
 transformers==4.46.2
-datasets==3.1.0
-peft==0.13.2
 trl==0.12.0
-bitsandbytes==0.44.1
-accelerate==1.1.1
-tensorboard==2.18.0
-jsonlines==4.0.0
-timm==1.0.11
+typing-extensions==4.12.2
+tzdata==2024.2
+urllib3==2.2.3
+wcwidth==0.2.13
+werkzeug==3.1.3
+wheel==0.45.0
+widgetsnbextension==4.0.13
+wrapt==1.16.0
+xxhash==3.5.0
+yarl==1.17.1
+torch==2.5.1
+torchvision==0.20.1
+torchaudio==2.5.1
+speechrecogntion
+pyttsx3