ShipengFu

cs-self-learning

计算机自学指南

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

vision_transformer

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

Paper-Writing-Tips

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

Fast-GitHub

国内Github下载很慢，用上了这个插件后，下载速度嗖嗖嗖的~！

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

torchinfo

View model summaries in PyTorch!

xla

Enabling PyTorch on XLA Devices (e.g. Google TPU)

awesome-implicit-representations

A curated list of resources on implicit neural representations.

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Cream

This is a collection of our NAS and Vision Transformer work.

liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

torchshow

Visualize PyTorch tensors with a single line of code.

cryodrgn

Neural networks for cryo-EM reconstruction

Awesome-Vision-Transformer-Collection

Variants of Vision Transformer and its downstream tasks

awesome-diffusion-low-level-vision

Awesome Diffusion Models in Low-Level Vision

GMFN

PyTorch code for our paper "Gated Multiple Feedback Network for Image Super-Resolution" (BMVC2019)

CoCoRD

[BMVC 2023] PyTorch code for our paper "Contrastive Consistent Representation Distillation".