DeepLearner

EV-UAV. [ICCV 2025] Event-based Tiny Object Detection: A Benchmark Dataset and Baseline

academic-research-skills. Academic Research Skills for Claude Code: research → write → review → revise → finalize

PasteMD. 一键将 Markdown 和网页 AI 对话（ChatGPT/DeepSeek等）完美粘贴到 Word、WPS 和 Excel 的效率工具 | One-click paste Markdown and AI responses (ChatGPT/DeepSeek) into Word, WPS, and Excel perfectly.

ChineseResearchLaTeX. 中国科研常用LaTeX模板集

yanxi-paper-note. AI拆解论文，人人都能读懂前沿研究

dive-into-llms. 《动手学大模型Dive into LLMs》系列编程实践教程

minimind. 🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h!

nsfc-agent-skills. 用于写NSFC本子的Agent Skills

banana-slides. 一个基于nano banana pro🍌的原生AI PPT生成应用，迈向＂Vibe PPT＂; 支持上传任意模板图片，上传任意素材&智能解析，一句话/大纲/页面描述自动生成PPT，口头修改指定区域、一键导出可编辑ppt - An AI-native slides generator based on nano banana pro🍌

data_mine. Apriori and fp-growth implement of python

Stirling-PDF. #1 PDF Application on GitHub that lets you edit PDFs on any device anywhere

PDFPatcher. PDF补丁丁——PDF工具箱，可以编辑书签、剪裁旋转页面、解除限制、提取或合并文档，探查文档结构，提取图片、转成图片等等

MFENet-VIReID. The official implementations for MFENet [TCSVT 2025].

markitdown. Python tool for converting files and office documents to Markdown.

ultralytics. Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

ISAT_with_segment_anything. Labeling tool with SAM(segment anything model),supports SAM, SAM2, SAM3, sam-hq, MobileSAM EdgeSAM etc.交互式半自动图像标注工具

computer-vision-course. This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

RTMem. Python

DataMining. 吕欣，王梦宁主编。数据挖掘。科学出版社，2025 (ISBN 978-7-03-081844-7) 本书内容涵盖统计描述、相关分析、回归分析、数据降维、关联规则挖掘、分类、聚类、异常检测和集成学习等数据挖掘9大核心领域。通过原理解析、数学推导、流程分析、计算示例和案例演示，精心设计231个图表、47个代码示例及5大类学习模块，遴选45个实践案例，全方位促进读者对内容的理解和掌握。此外，本书还配套丰富的数字化学习资源和全套教辅资料，形成了理论与实践并重的立体化教学体系。

O2CAP. Official implementation for TIP'22 paper "Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification".

WACV23-workshop-TMGF. Official implementation of Transformer-Based Multi-Grained Features for Person Re-Identification (WACV23 workshop).

Person-ReIdentification. Person ReIdentification using Locally Aware Transformers

PCL-CLIP-USL. Prototypical Contrastive Learning-based CLIP Fine-tuning for Unsupervised Person Re-Identification

CLIMB-ReID. CLIMB-ReID: A Hybrid CLIP-Mamba Framework for Person Re-Identification（AAAI2025）

Hoss-ReID. [ICCV 2025] Cross-modal Ship Re-Identification via Optical and SAR Imagery: A Novel Dataset and Method

PCL-CLIP. Code for "Prototypical Contrastive Learning-based CLIP Fine-tuning for Object Re-identification".

gemini-cli. An open-source AI agent that brings the power of Gemini directly into your terminal.

CSDN. Python

Awesome-Evolving-ReID. Evolving ReID: Harnessing Large Pre-trained Models, Multi-Task Learning, Privacy-Preserving and Attack Techniques

CCLNet. Python

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

ReIDMamba. The official repository for ReIDMamba [TMM 2025].

FuseDSI. Python

CALR. Python

IntroDaSE. 《数据科学与工程导论》教材配套资源

person-re-ranking. Person Re-ranking (CVPR 2017)

Embodied-AI-Guide. [Lumina具身智能社区] 具身智能技术指南 Embodied-AI-Guide

RIB-ReID. Python

Microsoft-Activation-Scripts. Open-source Windows and Office activator featuring HWID, Ohook, TSforge, and Online KMS activation methods, along with advanced troubleshooting.

public-apis. A collective list of free APIs

ChinaTextbook. 所有小初高、大学PDF教材。

HivisionIDPhotos. ⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

deepwiki-open. Open Source DeepWiki: AI-Powered Wiki Generator for GitHub/Gitlab/Bitbucket Repositories. Join the discord: https://discord.gg/gMwThUMeme

deap. Distributed Evolutionary Algorithms in Python

torchsort-feedstock. A conda-smithy repository for torchsort.

FDConv. CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction

SpectFormers. Python

Pose2ID. [CVPR 2025] Official repository for "From Poses to Identity: Training-Free Person Re-Identification via Feature Centralization"

torch-dct. DCT (discrete cosine transform) functions for pytorch

Spatial-Mamba. [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion

ARConv. Official repo for Adaptive Rectangular Convolution

ODConv. The official project website of "Omni-Dimensional Dynamic Convolution" (ODConv for short, spotlight in ICLR 2022).

pytorch_wavelets. Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

PolaFormer. Official repository of Polarity-aware Linear Attention for Vision Transformers (ICLR 2025)

torchsort. Fast, differentiable sorting and ranking in PyTorch

MCJA. A New Strong and Simple Baseline Method for VI-ReID (Bridging the Gap: Multi-level Cross-modality Joint Alignment for Visible-infrared Person Re-identification)

FSRU. A PyTorch implementation of the paper "Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector".

DAT. Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

HOS-Net. [AAAI-2024] High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-Identification

FreqNet-DeepfakeDetection. Python

LLCM. [CVPR 2023] Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification

DDAG. Pytorch Code of DDAG for Visible-Infrared Person Re-Identification (ECCV20)

DomainLab. modular domain generalization: https://pypi.org/project/domainlab/

ResVMamba. The official repository implement of Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning.

GFNet. [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

ALOFT. The official implementation for ALOFT (CVPR 2023).

FDGNet. Code for FDGNet: Frequency Disentanglement and Data Geometry for Domain Generalization in Cross-Scene Hyperspectral Image Classification.

FAM-KD. Python

UAV-Frequency. This is the code of the paper "Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement"，which is accepted to IJCV 2024. It is an extension of our CVPR 2023 paper "Generalized UAV Object Detection via Frequency Domain Disentanglement".

FDL. [CVPR-2024] Official Pytorch implementation of "Misalignment-Robust Frequency Distribution Loss for Image Transformation"

Anranawsl. 公众号：OMGA，百度云Svip、免费获取优酷vip、芒果vip、B站大会员、腾讯vip、百度网盘Svip、科学上网不限速节点、百度网盘代下载、SS、SSR、V2ray、百度网盘资源更新、百度网盘热门电视剧、电影、每天分享最新的百度网SVIP，迅雷超级会员，爱奇艺VIP会员，优酷VIP会员，哔哩哔哩大会员，百度文库VIP，网易云黑胶VIP，喜马拉雅VIP，千图网VIP ，包图网VIP，摄图网VIP，天眼查VIP，苹果ID等各类VIP帐号，随取随用，完全免费，绝无套路，同时提供：百度文库VIP下载，图库素材VIP下载，学术文献VIP下载（知网维普万方读秀龙源超星，英语数据库，法律数据库，医学数据库，金融数据库），全网视频VIP解析，百度网盘代下载，各种绝版资源汇总，欢迎推荐分享给好友！

gopeed. A fast, modern download manager for HTTP, BitTorrent, Magnet, and ed2k. Cross-platform, built with Golang and Flutter.

MPANet. The official implementation for Discover Cross-Modality Nuances for Visible-Infrared Person Re-Identification (CVPR21)

CM-NAS. CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification (ICCV2021)

cs-self-learning. 计算机自学指南

mathtype. 公式编辑器 -- mathtype破解版

Manta.

mamba-mini. An efficient pytorch implementation of selective scan in one file, works with both cpu and gpu, with corresponding mathematical derivation. It is probably the code which is the most close to selective_scan_cuda in mamba.

SAAI. Python

TVI-LFM. The implementation of paper: Empowering Visible-Infrared Person Re-Identification with Large Foundation Models, NeurIPS 2024

SGIEL_VIReID. Official PyTorch Implementation of "Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification" (CVPR'23)

CoOp. Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

CLIP-ReID. Official implementation for "CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels" (AAAI 2023)

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

CrossViT. Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

Response_Letter_Template. TeX

NFormer. Implementation of NFormer: Robust Person Re-identification with Neighbor Transformer

ccf-deadlines. ⏰ Agenticly track worldwide conference deadlines (Website, Python Cli, Wechat Applet)

DenoiseRep. [NeurIPS2024 Oral] PyTorch implementation of DenoiseRep

s4. Structured state space sequence models

VideoMamba. [ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding

PHA. Python

VMamba. VMamba: Visual State Space Models，code is based on mamba

MinerU. Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.

ai-for-grant-writing. A curated list of resources for using LLMs to develop more competitive grant applications.

pytorch-attention. 🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥

VisionMamba. Exploring Mamba as a drop in replacement for ViTs

ABD-Net. [ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114

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)

GroupMamba. [CVPR -2025] GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model

MambaVision. [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Awesome-Multi-Modal-Object-Re-Identification. Welcome to the Awesome Multi-Modal Object Re-Identification Repository! This repository is dedicated to curating and sharing the latest methods, datasets, and resources focused specifically on the domain of multi-modal object re-identification. It brings together cutting-edge research, tools, and papers aimed at advancing the study and application.

ARM. [ICLR2025] This repository is the official implementation of our Autoregressive Pretraining with Mamba in Vision

OpenPAR. [OpenPAR] An open-source framework for Pedestrian Attribute Recognition, based on PyTorch

DGMamba. Python

MambaTSR. Python

awesome_video_person_reid. papers collection and understanding for video person re-identification

causal-conv1d. Causal depthwise conv1d in CUDA, with a PyTorch interface

MathlibExplorer. Visualizing the network of math theories.

Mamba-Reg. Python

Vision-Mamba2. Vision Mamba 2: More Efficient Visual Representation Learning with State Space Duality

MambaTree. [NeurIPS2024 Spotlight] The official implementation of MambaTree: Tree Topology is All You Need in State Space Model

cython. The most widely used Python to C compiler

shotcut. cross-platform (Qt), open-source (GPLv3) video editor

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

generative-ai-for-beginners. 21 Lessons, Get Started Building with Generative AI

mamba-minimal. Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

mamba. Mamba SSM architecture

wandb. The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

cleanlab. Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

onnx. Open standard for machine learning interoperability

netron. Visualizer for neural network, deep learning and machine learning models

APNet. The official Pytorch implementation of APNet: Person Re-identification via Attention Pyramid

pfe-pytorch. Probabilistic Face Embeddings[2019-ICCV]

DGP_RF_WSL_TripletLoss. Python

GCL. Implementation for CVPR2021 paper "Joint Generative and Contrastive Learning for Unsupervised Person Re-identification"

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

hello-algo. 《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 等代码实现

faiss_note. faiss wiki in chinese.

faiss. A library for efficient similarity search and clustering of dense vectors.

VaGAN-pytorch. Clustering Analysis via Deep Generative Models With Mixture Models powered by@pytorch

DSVAE. Deep Clustering Analysis via Dual Variational Autoencoder with Spherical Latent Embeddings powered by@torch

Dual-aae. Deep Clustering Learning

pytorch-image-models. The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

LaTeX-OCR. pix2tex: Using a ViT to convert images of equations into LaTeX code.

bier. Cleaned up reference implementation of BIER: Boosting Independent Embeddings Robustly.

online_boosting. A suite of boosting algorithms for the online learning setting.

DeepLearning. 深度学习入门教程, 优秀文章, Deep Learning Tutorial

PFD_Net. [AAAI2022] This is Official implementation for "Pose-guided Feature Disentangling for Occluded Person Re-Identification Based on Transformer" in AAAI2022

ctf-UDA. Python

GAN_models. Jupyter Notebook

fanfan-deep-learning-note. 《繁凡的深度学习笔记》代码、PDF文件仓库

Grounded-Segment-Anything. Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

image-to-latex. Convert images of LaTex math equations into LaTex code.

gpt_academic. 为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

gpt4all. GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

chatgpt-md. A (nearly) seamless integration of ChatGPT into Obsidian.

ESL-CN. The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

PPLR. [CVPR 2022] Part-based Pseudo Label Refinement for Unsupervised Person Re-identification

cluster-contrast-reid. Python

DeepClustering. Methods and Implements of Deep Clustering

SpCL. [NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

zenml. ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

AIPaperCompleteDownload. Complete download for papers in various top conferences

Proxy-Anchor-CVPR2020. Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020

pytorch-fgvc-dataset. PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

Mi11-Ultra-BackScreen. 小米11Ultra背屏用起来

AutoBalance. Python

Laplace. Laplace approximations for Deep Learning.

hamiltorch. PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

ReID. Python

triplet-reid. Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

qttabbar. QTTabBar is a small tool that allows you to use tab multi label function in Windows Explorer. https://www.yuque.com/indiff/qttabbar

cmaes. Python library for CMA Evolution Strategy.

MetaSAug. [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition

Meta-Weight-Net_Code-Optimization. A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.

classifier-balancing. This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020

scholar.py. A parser for Google Scholar, written in Python

awesome-AutoML. Curating a list of AutoML-related research, tools, projects and other resources

AWS-OHL-AutoAug. An integration of several popular automatic augmentation methods, including OHL (Online Hyper-Parameter Learning for Auto-Augmentation Strategy) and AWS (Improving Auto Augment via Augmentation Wise Weight Sharing) by Sensetime Research.

DADA. [ECCV 2020] DADA: Differentiable Automatic Data Augmentation

TransReID-SSL. Self-Supervised Pre-Training for Transformer-Based Person Re-Identification

proxynca_pp. The implementation of ProxyNCA++.

brp-nas. Python

EvoDAG. Evolving Directed Acyclic Graph

mars. Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

ICCV2025-Papers-with-Code. ICCV 2025 论文和开源项目合集

HJL-re-id. A awesome project for person re-id. There are re-implements of PCB, MGN, MDRS(ours), PGFA, Pyramidal and HOReID.

PersonReID-Pyramid. Code for CVPR 2019 paper “Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training”

AugLy. A data augmentations library for audio, image, text, and video.

CSE-Autoloss. Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.

RENAS. Code of ImageNet training and evaluation for the paper: RENAS: Reinforced Evolutionary Neural Architecture Search

RENAS. Code of ImageNet training and evaluation for the paper: RENAS: Reinforced Evolutionary Neural Architecture Search

HR-NAS. HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)

Evo-NAS. Réimplémentation des expériences de l'article Evo-NAS

bananas. Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858

RGB-IR-ReID-Baseline. A Strong Baseline for RGB-Infrared Cross-Modality Person Re-Identification

expAT. TIP: Bi-directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-Identification

SYSU_MM01_pythoneval. (Re-)implementation of evaluation code for SYSU_MM01 dataset in python

ReID-Survey. Deep Learning for Person Re-identification: A Survey and Outlook

AlignGAN. [ICCV2019] RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment

VaDE-pytorch. the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch

Swin-Transformer. This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

DNA. (CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation

BossNAS. (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

TransReID. [ICCV-2021] TransReID: Transformer-based Object Re-Identification

DrNAS. Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"

AutoDL-Projects. Automated deep learning algorithms implemented in PyTorch.

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

AutoNL. Code for AutoNL on ImageNet (CVPR2020)