ljdang

opencv

Open Source Computer Vision Library

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

CogVideo

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

mae

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

metaseq

Repo for external large-scale work

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

LeetCode-Py

⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。

ConvNeXt

Code release for ConvNeXt model

ailab

ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

deit

Official DeiT repository

BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

torchrec

Pytorch domain library for recommendation systems

EasyCV

An all-in-one toolkit for computer vision

EasyRec

A framework for large scale recommendation algorithms.

ClassyVision

An end-to-end PyTorch framework for image and video classification

Awesome-CLIP

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

E2FGVI

Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)

EfficientFormer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

mvit

Code Release for MViTv2 on Image Recognition.

vidt

P3M

[ACM MM 2021] Privacy-Preserving Portrait Matting

IFRNet

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)