Cysu/open-reid
Open source person re-identification library in python
Provides unified dataset interfaces for major person re-ID benchmarks (VIPeR, CUHK03, Market-1501) alongside metric implementations and pre-configured PyTorch models for metric learning tasks. Built on PyTorch with modular training examples demonstrating softmax loss and other approaches to optimize identity classification and cross-camera matching. Includes evaluation utilities for ranking metrics (mAP, CMC curves) essential for validating re-identification performance.
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Apr 23, 2019
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