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jiananzhao0224's Projects

loftr icon loftr

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

nn icon nn

🧠 Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

patch-netvlad icon patch-netvlad

Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"

person_reid_baseline_pytorch icon person_reid_baseline_pytorch

Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

phd-learning icon phd-learning

PhD Learning: Learning with Pompeiu-hausdorff Distances for Video-based Person Re-Identification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2021.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

transreid icon transreid

TransReID: Transformer-based Object Re-Identification

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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