《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

PyTorch Tutorial for Deep Learning Researchers

deep learning for image processing including classification and object-detection etc.

A list of all named GANs!

End-to-End Object Detection with Transformers

Mamba SSM architecture

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

视频硬字幕提取，生成srt文件。无需申请第三方API，本地实现文本识别。基于深度学习的视频字幕提取框架，包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

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

Implementations of few-shot object detection benchmarks

OpenMMLab FewShot Learning Toolbox and Benchmark

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

Few-shot Object Detection via Feature Reweighting

The code for "Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions (AAAI 2022)"

CoRL 2024

Contrastive Learning for Compact Single Image Dehazing, CVPR2021

Domain Adaptive Faster R-CNN in PyTorch

[CVPR 2023] Effcient Frequence Domain-based Transformer for High-Quality Image Deblurring

[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

Meta R-CNN : Towards General Solver for Instance-level Low-shot Learning

Pytorch Code for the paper TransWeather - CVPR 2022

an end to end dehaze tools

A benchmark for cross-domain few-shot object detection (ECCV24 paper: Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector)

Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)

Code for AAAI 2022 Oral paper: 'Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment'

Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'

This is the source code for CVPR paper "Low-Light Image Enhancement via Structure Modeling and Guidance"

MindSpore implementation of Contrastive Learning for Compact Single Image Dehazing, CVPR2021

Code release for Bi-Directional Feature Reconstruction Network for Fine-grained Few-shot Image Classification