Tommy Jiang's repositories
data-structures-and-algorithms_JS
JS to learn data structures and algorithms
web-game-XO-vue
vue-demo:
awesome-visual-transformers
A comprehensive list of awesome visual Transformer literatures.
ConvNeXt
Code release for ConvNeXt model
CrossViT
Official implementation of CrossViT. https://arxiv.org/abs/2103.14899
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
DS-Net
(CVPR 2021, Oral) Dynamic Slimmable Network
EdgeNeXt
Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications".
KHMF-Net
Knowledge-Sharing Hierarchical Memory Fusion Network for Scribble-supervised Video Salient Object Detection
Magento2_learningProject
Learning Magento2 from beginning.
MOSE-api
A benchmark dataset of complex video object segmentation
motiongrouping
Repository accompanying the paper: Self-supervised Video Object Segmentation by Motion Grouping. C. Yang, H. Lamdouar, E. Lu, A. Zisserman, W. Xie.
Multicore-TSNE
Parallel t-SNE implementation with Python and Torch wrappers.
Next-ViT
Unofficial PyTorch implementation of Next-ViT based on paper
nfnets-pytorch
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
PS-ViT
Official implementation of the paper Vision Transformer with Progressive Sampling, ICCV 2021.
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
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
RepVGG
RepVGG: Making VGG-style ConvNets Great Again
scenic
Scenic: A Jax Library for Computer Vision Research and Beyond
TokenLabeling
Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"
Transformer-in-Vision
Recent Transformer-based CV and related works.
TransFusion
[PyTorch] Official implementation of CVPR2022 paper "TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers". https://arxiv.org/abs/2203.11496
tsne-pytorch
Pytorch implementation for t-SNE with cuda to accelerate
UFO
Official PyTorch implementation of the “A Unified Transformer Framework for Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection”.
VideoTransformer-pytorch
PyTorch implementation of a collections of scalable Video Transformer Benchmarks.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch