hongdayu

3d-bat

3D Bounding Box Annotation Tool (3D-BAT) Point cloud and Image Labeling

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

AISystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

mars

MARS: An Instance-aware, Modular and Realistic Simulator for Autonomous Driving

Movie_Data_Capture

Local Movies Organizer

Detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

data-augmentation-multi-task

Awesome-Noisy-Labels

A Survey

data-centric-AI

A curated, but incomplete, list of data-centric AI resources.

K-Adapter

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

continual-pretraining-nlp-vision

Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357

imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

Visualization

visualization：filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro

joint-lens-design

Official code repository for the paper: "The Differentiable Lens: Compound Lens Search over Glass Surfaces and Materials for Object Detection"

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity 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)

Visualizer

assistant tools for attention visualization in deep learning

RaindropRmv

PropMix

Code from PropMix, accepted at BMVC'21

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Awesome-LongTailed-Learning

A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).

Video_Waterdrop_Removal_in_Driving_Scenes

[ICRA2023] Video Waterdrop Removal via Spatio-Temporal Fusion in Driving Scenes

VoxFormer

Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering