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 [3.8-3.12] Publish to PyPI

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

Or install from GitHub repo directly (Require C++ compiler):

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/cu121

Note: PyTorch doesn't have GPU support for macOS.

Build from source

(Optional, auto install) Building wheels/source distribution requires these modules:

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

This requires C++ compiler and is recommended using build:

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 Cython rank_cy:

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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This version

1.4.0.3

1.4.0.2

1.4.0.1

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