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Customized Torchreid for pyppbox

Torchreid is a library for deep-learning person re-identification using PyTorch, and pyppbox-torchreid is a customized Torchreid for pyppbox and:

  • Ensures that Cython natively works on all OS platforms (Windows/Linux/macOS),
  • Enables freedom of passing local model/weight files from anywhere,
  • Disables some models which are not used in pyppbox.

All source credit and more info -> Original KaiyangZhou's repo.

💽 Install

Use the pre-built wheel in releases or install from PyPI:

pip install pyppbox-torchreid
Other options

Install from GitHub repo (Require C++ compiler):

pip install git+https://github.com/rathaumons/torchreid-for-pyppbox.git

Build and install (Require C++ compiler):

git clone https://github.com/rathaumons/torchreid-for-pyppbox/
cd torchreid-for-pyppbox
python -m pip install --upgrade pip
pip install wheel build
python -m build --sdist
python -m build --wheel
cd dist

🔬 Test

Make sure you install pyppbox-torchred, OpenCV, PyTorch and other requirements; for example, with GPU support on Windows:

pip install opencv-contrib-python
pip install torch torchvision --index-url https://download.pytorch.org/whl/cu121
pip install pyppbox-torchreid

Test Cython rank_cylib

git clone https://github.com/rathaumons/torchreid-for-pyppbox.git
cd torchreid-for-pyppbox/pyppbox_torchreid/metrics/rank_cylib
python test_cython.py

Release files for pyppbox-torchreid 1.4.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyppbox-torchreid 1.4.1.0
File Size Uploaded
pyppbox_torchreid-1.4.1.0.tar.gz 92.6 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for pyppbox-torchreid 1.4.1.0
File
pyppbox_torchreid-1.4.1.0-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
pyppbox_torchreid-1.4.1.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
pyppbox_torchreid-1.4.1.0-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp313-cp313-musllinux_1_2_aarch64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-musllinux_1_2_aarch64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp312-cp312-macosx_10_13_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-musllinux_1_2_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-win_arm64.whl CPython 3.10 CPython 3.10 Windows ARM64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-win_arm64.whl CPython 3.9 CPython 3.9 Windows ARM64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-musllinux_1_2_aarch64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
pyppbox_torchreid-1.4.1.0-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details

Total release size: 20.4 MB

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