ShoufaChen

DiffusionDet

[ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

AdaptFormer

[NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

CycleMLP

[ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"

Awesome-Diffusion-Transformers

https://www.shoufachen.com/Awesome-Diffusion-Transformers/

WOO

[ICCV'21] Implementation of "Watch Only Once: An End-to-End Video Action Detection Framework"

clone-anonymous4open

clone/download codes from https://anonymous.4open.science/

gradio-box

Grounded-Segment-Anything-patch

Marrying Grounding DINO with Segment Anything & Stable Diffusion & BLIP - Automatically Detect , Segment and Generate Anything with Image and Text Inputs

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

COMP3340_Transformer_MLP

accelerate-patch

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

Awesome-Anything-patch

AI methods for Anything: AnyObject, AnyGeneration, AnyModel, AnyTask

Awesome-Video-Diffusion

A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.

diffusers-dev

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

detr-patch

End-to-End Object Detection with Transformers

DiffDock-patch

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

gpu-burn

Multi-GPU CUDA stress test

jekyll

:globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby

langchain-patch

⚡ Building applications with LLMs through composability ⚡

lqae

Language Quantized AutoEncoders

mdetr-1

minisora-patch

The Mini Sora project aims to explore the implementation path and future development direction of Sora.

mmcv

OpenMMLab Computer Vision Foundation

torchdrug

A powerful and flexible machine learning platform for drug discovery

waymo-open-dataset

Waymo Open Dataset