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yolov5

https://github.com/haegyeongpark/yolov5

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.6%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: HaeGyeongPark
  • License: agpl-3.0
  • Language: Python
  • Default Branch: main
  • Size: 31.8 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme Contributing License Citation

README.md

HYU-AUE8088, Understanding and Utilizing Deep Learning

PA #2. Object Detection

Important Files

bash ├── README.md ├── requirements.txt ├── datasets │   └── nuscenes/ (see below explanation) ├── data │   ├── ... │   └── nuscenes.yaml ├── models │   ├── ... │   ├── yolo.py │   └── yolo5n_nuscenes.yaml ├── utils │   ├── ... │   ├── dataloaders.py │   └── loss.py ├── detect.py ├── debug.ipynb └── train_simple.py

Preparation

  • Prepare dataset (4.3GB, resized images with bbox labels, front camera only) bash $ wget https://hyu-aue8088.s3.ap-northeast-2.amazonaws.com/nuscenes_det2d.tar.gz $ tar xzvf nuscenes_det2d.tar.gz

  • Create python virtual environment bash $ python3 -m venv venv/aue8088-pa2 $ source venv/aue8088-pa2/bin/activate

  • Check whether the virtual environment set properly : The result should end with venv/aue8088-pa2/bin/python.

bash $ which python

  • Clone base code repository (replace ircvlab to your account if you forked the repository) bash $ git clone https://github.com/ircvlab/aue8088-pa2

  • [!] Create a symbolic link for nuscenes dataset

    • Assume the below folder structure

    bash ├── nuscenes_det2d ├── aue8088-pa2 │   ├── data/ │   ├── models/ │   ├── train_simple.py │   ├── ... │   └── README.md (this file) - Follow below commands bash $ cd aue8088-pa2 $ mkdir datasets $ ln -s $(realpath ../nuscenes_det2d) datasets/nuscenes $

  • Install required packages bash $ pip install -r requirements.txt

Train

  • Command bash $ python train_simple.py \ --img 416 \ --batch-size 64 \ --epochs 40 \ --data data/nuscenes.yaml \ --cfg models/yolov5n_nuscenes.yaml \ --weights yolov5n.pt \ --workers 16 \ --name yolov5n

Owner

  • Login: HaeGyeongPark
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
preferred-citation:
  type: software
  message: If you use YOLOv5, please cite it as below.
  authors:
  - family-names: Jocher
    given-names: Glenn
    orcid: "https://orcid.org/0000-0001-5950-6979"
  title: "YOLOv5 by Ultralytics"
  version: 7.0
  doi: 10.5281/zenodo.3908559
  date-released: 2020-5-29
  license: AGPL-3.0
  url: "https://github.com/ultralytics/yolov5"

GitHub Events

Total
Last Year

Dependencies

utils/docker/Dockerfile docker
  • pytorch/pytorch 2.0.0-cuda11.7-cudnn8-runtime build
utils/google_app_engine/Dockerfile docker
  • gcr.io/google-appengine/python latest build
pyproject.toml pypi
  • matplotlib >=3.3.0
  • numpy >=1.22.2
  • opencv-python >=4.6.0
  • pandas >=1.1.4
  • pillow >=7.1.2
  • psutil *
  • py-cpuinfo *
  • pyyaml >=5.3.1
  • requests >=2.23.0
  • scipy >=1.4.1
  • seaborn >=0.11.0
  • thop >=0.1.1
  • torch >=1.8.0
  • torchvision >=0.9.0
  • tqdm >=4.64.0
  • ultralytics >=8.1.47
requirements.txt pypi
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  • gitpython >=3.1.30
  • matplotlib >=3.3
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  • pandas >=1.1.4
  • pillow >=10.3.0
  • psutil *
  • requests >=2.32.0
  • scipy >=1.4.1
  • seaborn >=0.11.0
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  • thop >=0.1.1
  • torchvision >=0.9.0
  • tqdm >=4.64.0
  • ultralytics >=8.0.232
  • wandb ==0.17.0
  • wheel >=0.38.0
utils/google_app_engine/additional_requirements.txt pypi
  • Flask ==2.3.2
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  • nvidia-nvjitlink-cu12 ==12.5.40
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  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • pillow ==10.3.0
  • pip ==22.0.2
  • platformdirs ==4.2.2
  • protobuf ==4.25.3
  • psutil ==5.9.8
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • requests ==2.32.3
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • sympy ==1.12.1
  • thop ==0.1.1
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tqdm ==4.66.4
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
  • ufw ==0.36.1
  • ultralytics ==8.2.31
  • ultralytics-thop ==0.2.8
  • umpy ==0.1.0
  • urllib3 ==2.2.1
  • wandb ==0.17.0
  • wheel ==0.37.1
  • wheel ==0.43.0
wandb/run-20240613_123340-sk7j4dlh/files/requirements.txt pypi
  • GitPython ==3.1.43
  • Jinja2 ==3.1.4
  • MarkupSafe ==2.1.5
  • PyGObject ==3.42.1
  • PyYAML ==6.0.1
  • certifi ==2024.6.2
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • contourpy ==1.2.1
  • cycler ==0.12.1
  • dbus-python ==1.2.18
  • distro ==1.7.0
  • docker-pycreds ==0.4.0
  • filelock ==3.14.0
  • fonttools ==4.53.0
  • fsspec ==2024.6.0
  • gitdb ==4.0.11
  • idna ==3.7
  • kiwisolver ==1.4.5
  • matplotlib ==3.9.0
  • mpmath ==1.3.0
  • networkx ==3.3
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • pillow ==10.3.0
  • pip ==22.0.2
  • platformdirs ==4.2.2
  • protobuf ==4.25.3
  • psutil ==5.9.8
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • requests ==2.32.3
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • sympy ==1.12.1
  • thop ==0.1.1
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tqdm ==4.66.4
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
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  • ultralytics ==8.2.31
  • ultralytics-thop ==0.2.8
  • umpy ==0.1.0
  • urllib3 ==2.2.1
  • wandb ==0.17.0
  • wheel ==0.37.1
  • wheel ==0.43.0
wandb/run-20240613_134247-7o4x9wzk/files/requirements.txt pypi
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  • Jinja2 ==3.1.4
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  • PyGObject ==3.42.1
  • PyYAML ==6.0.1
  • Pygments ==2.18.0
  • asttokens ==2.4.1
  • certifi ==2024.6.2
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • comm ==0.2.2
  • contourpy ==1.2.1
  • cycler ==0.12.1
  • dbus-python ==1.2.18
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • distro ==1.7.0
  • docker-pycreds ==0.4.0
  • exceptiongroup ==1.2.1
  • executing ==2.0.1
  • filelock ==3.14.0
  • fonttools ==4.53.0
  • fsspec ==2024.6.0
  • gitdb ==4.0.11
  • idna ==3.7
  • ipykernel ==6.29.4
  • ipython ==8.25.0
  • jedi ==0.19.1
  • joblib ==1.4.2
  • jupyter_client ==8.6.2
  • jupyter_core ==5.7.2
  • kiwisolver ==1.4.5
  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mpmath ==1.3.0
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • parso ==0.8.4
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • pip ==22.0.2
  • platformdirs ==4.2.2
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  • protobuf ==4.25.3
  • psutil ==5.9.8
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  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • requests ==2.32.3
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • stack-data ==0.6.3
  • sympy ==1.12.1
  • thop ==0.1.1
  • threadpoolctl ==3.5.0
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
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  • ultralytics ==8.2.31
  • ultralytics-thop ==0.2.8
  • umpy ==0.1.0
  • urllib3 ==2.2.1
  • wandb ==0.17.0
  • wcwidth ==0.2.13
  • wheel ==0.37.1
  • wheel ==0.43.0
wandb/run-20240613_164922-dof2vlp7/files/requirements.txt pypi
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  • Pygments ==2.18.0
  • asttokens ==2.4.1
  • certifi ==2024.6.2
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • comm ==0.2.2
  • contourpy ==1.2.1
  • cycler ==0.12.1
  • dbus-python ==1.2.18
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • distro ==1.7.0
  • docker-pycreds ==0.4.0
  • exceptiongroup ==1.2.1
  • executing ==2.0.1
  • filelock ==3.14.0
  • fonttools ==4.53.0
  • fsspec ==2024.6.0
  • gitdb ==4.0.11
  • idna ==3.7
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  • ipython ==8.25.0
  • jedi ==0.19.1
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  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mpmath ==1.3.0
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • parso ==0.8.4
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • pip ==22.0.2
  • platformdirs ==4.2.2
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  • protobuf ==4.25.3
  • psutil ==5.9.8
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  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • requests ==2.32.3
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • stack-data ==0.6.3
  • sympy ==1.12.1
  • thop ==0.1.1
  • threadpoolctl ==3.5.0
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
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  • ultralytics-thop ==0.2.8
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  • wheel ==0.37.1
  • wheel ==0.43.0
wandb/run-20240614_020240-m4xz1o5b/files/requirements.txt pypi
  • GitPython ==3.1.43
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  • Pygments ==2.18.0
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  • certifi ==2024.6.2
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  • click ==8.1.7
  • comm ==0.2.2
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  • dbus-python ==1.2.18
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  • docker-pycreds ==0.4.0
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  • executing ==2.0.1
  • filelock ==3.14.0
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  • ipython ==8.25.0
  • jedi ==0.19.1
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  • matplotlib ==3.9.0
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  • mpmath ==1.3.0
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • parso ==0.8.4
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  • pillow ==10.3.0
  • pip ==22.0.2
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  • prompt_toolkit ==3.0.47
  • protobuf ==4.25.3
  • psutil ==5.9.8
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  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • requests ==2.32.3
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • stack-data ==0.6.3
  • sympy ==1.12.1
  • thop ==0.1.1
  • threadpoolctl ==3.5.0
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
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  • ultralytics ==8.2.31
  • ultralytics-thop ==0.2.8
  • umpy ==0.1.0
  • urllib3 ==2.2.1
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  • wcwidth ==0.2.13
  • wheel ==0.37.1
  • wheel ==0.43.0
wandb/run-20240614_020448-y3p13qbc/files/requirements.txt pypi
  • GitPython ==3.1.43
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  • Pygments ==2.18.0
  • asttokens ==2.4.1
  • certifi ==2024.6.2
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • comm ==0.2.2
  • contourpy ==1.2.1
  • cycler ==0.12.1
  • dbus-python ==1.2.18
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  • docker-pycreds ==0.4.0
  • exceptiongroup ==1.2.1
  • executing ==2.0.1
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  • fonttools ==4.53.0
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  • idna ==3.7
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  • ipython ==8.25.0
  • jedi ==0.19.1
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  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mpmath ==1.3.0
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • parso ==0.8.4
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  • pillow ==10.3.0
  • pip ==22.0.2
  • platformdirs ==4.2.2
  • prompt_toolkit ==3.0.47
  • protobuf ==4.25.3
  • psutil ==5.9.8
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • requests ==2.32.3
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • stack-data ==0.6.3
  • sympy ==1.12.1
  • thop ==0.1.1
  • threadpoolctl ==3.5.0
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
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  • ultralytics ==8.2.31
  • ultralytics-thop ==0.2.8
  • umpy ==0.1.0
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  • wcwidth ==0.2.13
  • wheel ==0.37.1
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wandb/run-20240614_021223-x65psyeo/files/requirements.txt pypi
  • GitPython ==3.1.43
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  • Pygments ==2.18.0
  • asttokens ==2.4.1
  • certifi ==2024.6.2
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  • click ==8.1.7
  • comm ==0.2.2
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  • executing ==2.0.1
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  • fonttools ==4.53.0
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  • mpmath ==1.3.0
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  • networkx ==3.3
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • parso ==0.8.4
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  • pillow ==10.3.0
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  • protobuf ==4.25.3
  • psutil ==5.9.8
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • requests ==2.32.3
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • stack-data ==0.6.3
  • sympy ==1.12.1
  • thop ==0.1.1
  • threadpoolctl ==3.5.0
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
  • ufw ==0.36.1
  • ultralytics ==8.2.31
  • ultralytics-thop ==0.2.8
  • umpy ==0.1.0
  • urllib3 ==2.2.1
  • wandb ==0.17.0
  • wcwidth ==0.2.13
  • wheel ==0.37.1
  • wheel ==0.43.0
wandb/run-20240614_021330-64ibhdnw/files/requirements.txt pypi
  • GitPython ==3.1.43
  • Jinja2 ==3.1.4
  • MarkupSafe ==2.1.5
  • PyGObject ==3.42.1
  • PyYAML ==6.0.1
  • Pygments ==2.18.0
  • asttokens ==2.4.1
  • certifi ==2024.6.2
  • charset-normalizer ==3.3.2
  • click ==8.1.7
  • comm ==0.2.2
  • contourpy ==1.2.1
  • cycler ==0.12.1
  • dbus-python ==1.2.18
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • distro ==1.7.0
  • docker-pycreds ==0.4.0
  • exceptiongroup ==1.2.1
  • executing ==2.0.1
  • filelock ==3.14.0
  • fonttools ==4.53.0
  • fsspec ==2024.6.0
  • gitdb ==4.0.11
  • idna ==3.7
  • ipykernel ==6.29.4
  • ipython ==8.25.0
  • jedi ==0.19.1
  • joblib ==1.4.2
  • jupyter_client ==8.6.2
  • jupyter_core ==5.7.2
  • kiwisolver ==1.4.5
  • matplotlib ==3.9.0
  • matplotlib-inline ==0.1.7
  • mpmath ==1.3.0
  • nest-asyncio ==1.6.0
  • networkx ==3.3
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.1.3.1
  • nvidia-cuda-cupti-cu12 ==12.1.105
  • nvidia-cuda-nvrtc-cu12 ==12.1.105
  • nvidia-cuda-runtime-cu12 ==12.1.105
  • nvidia-cudnn-cu12 ==8.9.2.26
  • nvidia-cufft-cu12 ==11.0.2.54
  • nvidia-curand-cu12 ==10.3.2.106
  • nvidia-cusolver-cu12 ==11.4.5.107
  • nvidia-cusparse-cu12 ==12.1.0.106
  • nvidia-nccl-cu12 ==2.20.5
  • nvidia-nvjitlink-cu12 ==12.5.40
  • nvidia-nvtx-cu12 ==12.1.105
  • opencv-python ==4.10.0.82
  • packaging ==24.1
  • pandas ==2.2.2
  • parso ==0.8.4
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • pip ==22.0.2
  • platformdirs ==4.2.2
  • prompt_toolkit ==3.0.47
  • protobuf ==4.25.3
  • psutil ==5.9.8
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • py-cpuinfo ==9.0.0
  • pyparsing ==3.1.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==26.0.3
  • requests ==2.32.3
  • scikit-learn ==1.5.0
  • scipy ==1.13.1
  • seaborn ==0.13.2
  • sentry-sdk ==2.5.1
  • setproctitle ==1.3.3
  • setuptools ==59.6.0
  • setuptools ==70.0.0
  • six ==1.16.0
  • smmap ==5.0.1
  • ssh-import-id ==5.11
  • stack-data ==0.6.3
  • sympy ==1.12.1
  • thop ==0.1.1
  • threadpoolctl ==3.5.0
  • torch ==2.3.1
  • torchaudio ==2.3.1
  • torchvision ==0.18.1
  • tornado ==6.4.1
  • tqdm ==4.66.4
  • traitlets ==5.14.3
  • triton ==2.3.1
  • typing_extensions ==4.12.2
  • tzdata ==2024.1
  • ufw ==0.36.1
  • ultralytics ==8.2.31
  • ultralytics-thop ==0.2.8
  • umpy ==0.1.0
  • urllib3 ==2.2.1
  • wandb ==0.17.0
  • wcwidth ==0.2.13
  • wheel ==0.37.1
  • wheel ==0.43.0