Customized Torchreid for pyppbox: Deep learning person re-identification.

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License: MIT License (MIT)

Author: Ratha SIV

Maintainer: rathaROG

Tags Person Re-Identification, Deep Learning, pyppbox

Requires: Python >=3.8

Classifiers

Project description

Test Build Python [3.8-3.11] Publish to PyPI

Customized Torchreid for pyppbox

Torchreid is a library for deep-learning person re-identification using PyTorch.

pyppbox-torchreid is a customized Torchreid for pyppbox and:

  • Ensures that Cython natively works on all OS platform (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 Wheels from releases or directly install from PyPI:

pip install pyppbox-torchreid

Or install from GitHub directly:

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

To be able to run, you must install OpenCV and PyTorch; for example, with GPU support:

pip install opencv-contrib-python
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118

Note: PyTorch doesn't support GPU on macOS.

Build from source

(Optional, auto install) Building Wheels or source distribution only requires these modules:

pip install "setuptools>=67.2.0"
pip install "Cython>=0.29.32"
pip install "numpy>=1.23.5"

Recommend using build for building both .whl and .tar.gz:

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

After you install pyppbox-torchred, OpenCV and PyTorch, you can check if Cython rank_cy works:

cd pyppbox_torchreid/metrics/rank_cylib
python test_cython.py

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for rathaROG from gravatar.com rathaROG

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: MIT License (MIT)

Author: Ratha SIV

Maintainer: rathaROG

Tags Person Re-Identification, Deep Learning, pyppbox

Requires: Python >=3.8

Classifiers

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1.4.0.3

This version

1.4.0.2

1.4.0.1

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