deep-person-reid

Person Re-Identification Library

A PyTorch library for training and retraining deep neural networks for person re-identification in images and videos.

Torchreid: Deep learning person re-identification in PyTorch.

GitHub

4k stars
107 watching
1k forks
Language: Python
last commit: 4 months ago
computer-visioncross-domaindeep-learningdeep-neural-networksimage-retrievalmachine-learningmetric-learningperson-reidperson-reidentificationpytorchre-ranking

Related projects:

Repository Description Stars
layumi/person_reid_baseline_pytorch A PyTorch implementation of an Object Re-ID baseline with various training methods and architectures 4,126
donnyyou/torchcv A comprehensive PyTorch-based framework for computer vision tasks 2,250
ne7ermore/torch-light A comprehensive PyTorch-based deep learning repository with examples and implementations of various models and techniques. 535
nvlabs/dg-net An open-source person reidentification system using joint discriminative and generative learning. 1,277
shenweichen/deepctr-torch A PyTorch-based package for building and training click-through rate models using various deep learning architectures. 3,023
leoxiaobin/deep-high-resolution-net.pytorch An implementation of a deep learning network for human pose estimation using high-resolution representations 4,327
pytorchbearer/torchbearer A PyTorch model fitting library designed to simplify the process of training deep learning models. 636
ahmedfgad/torchga Trains PyTorch models using the Genetic Algorithm 95
yunjey/pytorch-tutorial A comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage. 30,251
nicolas-chaulet/torch-points3d A PyTorch framework for building and training deep learning models on point clouds. 219
pytorch/torchtitan A native PyTorch library for large-scale language model training with distributed training capabilities 2,615
l0sg/relational-rnn-pytorch An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling 244
ahkarami/deep-learning-in-production A collection of notes and references on deploying deep learning models in production environments 4,306
aiqm/torchani A PyTorch implementation of a neural network potential for molecular simulations 464
torch/cutorch Provides a CUDA backend for the PyTorch deep learning framework 336