Zhiming Luo

wildfire-smoke-dataset. Open Wildfire Smoke Datasets

RAGOnMedicalKG. RAGOnMedicalKG，将大模型RAG与KG结合，完成demo级问答，旨在给出基础的思路。

QTimeLine. A PyQt5 Widget that provides a timeline to use in video edition apps

DearPyGui. Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

Tailor. Tailor是一款视频智能裁剪、视频生成和视频优化的视频剪辑工具。目前的目标是通过人工智能技术减少视频剪辑的繁琐操作，让普通人也能简单实现专业剪辑人的水准！长远目标是让视频剪辑实现真正的AIGC！

pyJianYingDraft. 轻量、灵活、易上手的Python剪映草稿生成及导出工具，构建全自动化视频剪辑/混剪流水线。本项目的CapCut版本正于 https://github.com/GuanYixuan/pyCapCut 内开发

LLM4AlgorithmDesign. A Collection on Large Language Models for Optimization

MIXQ. MIXQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction

AwesomeNLP. 此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务（文本分类、信息抽取、知识图谱、机器翻译、问答系统、文本生成、Text-to-SQL、文本纠错、文本挖掘、知识蒸馏、模型加速、OCR、TTS、Prompt、embedding等），所有代码都经过测试,可以正常运行。

ECCV2026-Papers-with-Code. ECCV 2026 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2026论文和开源项目

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!

fastllm. fastllm是后端无依赖的高性能大模型推理库。同时支持张量并行推理稠密模型和混合模式推理MOE模型，任意10G以上显卡即可推理满血DeepSeek。双路9004/9005服务器+单显卡部署DeepSeek满血满精度原版模型，单并发20tps；INT4量化模型单并发30tps，多并发可达60+。

TransferAttack. TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.

Firefly. Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

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

Enterprise-Registration-Data-of-Chinese-Mainland.

LiveTalking. Real time interactive streaming digital human

llm-books. 利用LLM构建应用实践笔记

JudicatureAutoLabel. 利用NLP对法律文书信息提取，实现基于文本的搜索建议，相似文章推荐，关键词提取，词性标注。并用网页呈现。

ParseLawDocuments. 对收集的法律文档进行一系列分析，包括根据规范自动切分、案件相似度计算、案件聚类、法律条文推荐等（试验目前基于婚姻类案件，可扩展至其它领域）。

Awesome-CV-Foundational-Models.

RapidOCR. 📄 Awesome OCR multiple programing languages toolkits based on ONNX Runtime, OpenVINO, MNN, PaddlePaddle, TensorRT and PyTorch.

Luotuo-Chinese-LLM. 骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

learnopencv. Learn OpenCV : C++ and Python Examples

CBIM-Medical-Image-Segmentation. A PyTorch framework for medical image segmentation

Eigenlanes. Official code for "Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes", CVPR2022

CVPR2026-Papers-with-Code. CVPR 2026 论文和开源项目合集

DBFace. DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy

quarrying-plant-id. 植物识别 (Plant Recognition)

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

SegLossOdyssey. A collection of loss functions for medical image segmentation

CVPR-2021-Papers.

mmdetection. OpenMMLab Detection Toolbox and Benchmark

vit-pytorch. Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

FaceX-Zoo. A PyTorch Toolbox for Face Recognition

segmentation_models.pytorch. Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

cvpr20_LESA. Shared Attention for Multi-label Zero-shot Learning accepted @ CVPR20

pytorch-metric-learning. The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Face_Pytorch. face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

neurips2019-disentanglement-challenge. Python

CVPR_Template. TeX

OpenNMT-py. Open Source Neural Machine Translation and (Large) Language Models in PyTorch

sparse-structured-attention. Sparse and structured neural attention mechanisms

cail2019. 法研杯2019相似案例匹配第二名解决方案（附数据集和文档）,CAIL2020/2021司法考试赛道冠军队伍

Graph-Neural-Network-Papers. Curated Lists for graph neural network, graph convolutional network, graph attention network, etc.

pytorch-OpCounter. Count the MACs / FLOPs of your PyTorch model.

awesome-gcn. resources for graph convolutional networks （图卷积神经网络相关资源）

ICCV2019_MIC. (ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.

CrossX. This is the PyTorch implementation of our paper "Cross-X learning for Fine-Grained Visual Categorization"

SOD-CNNs-based-code-summary-. The summary of code and paper for salient object detection with deep learning.

LCFCN. ECCV 2018 - Where are the Blobs: Counting by Localization with Point Supervision. This is a ServiceNow Research project that was started at Element AI.

EXTD_Pytorch. Official EXTD Pytorch code

C-OCR. C-OCR是携程自研的OCR项目，主要包括身份证、护照、火车票、签证等旅游相关证件、材料的识别。 项目包含4个部分，拒识、检测、识别、后处理。

UGATIT-pytorch. Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

Pedestrian-Detection. Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference.

Pedestrian-Attribute-Recognition-Paper-List. [Survey@Pattern Recognition] Paper list on Pedestrian Attribute Recognition (PAR) and related tasks (Pattern Recognition 2021)

GCN-Anomaly-Detection. Source codes of our paper in CVPR 2019: Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection

GNNPapers. Must-read papers on graph neural networks (GNN)

AI-News. Summarize the paper and code in AI(Semantic Segmentation, Medical Segmentation,REID,Super-Resolution,Registration,CVPR,ECCV,ICCV,AAAI,MICCAI)

AttentionDeepMIL. Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

ailearning. AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

awesome-vehicle-re-identification. collection of dataset&paper&code on Vehicle Re-Identification

Awesome-person-re-identification. Awesome Person Re-identification

AnchorFreeDetection. list the paper for recently anchor free detector

gcn_clustering. Code for CVPR'19 paper Linkage-based Face Clustering via GCN

ML-GCN. PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

ECN. Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification CVPR 2019

HarvestText. 文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

PlotNeuralNet. Latex code for making neural networks diagrams

awesome-Face_Recognition. papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

face.evoLVe. 🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

insightface. State-of-the-art 2D and 3D Face Analysis Project

mtcnn-pytorch. Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

ISIC2018. ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection

shufti. The persistent image viewer

medical-imaging-datasets. A list of Medical imaging datasets.

lps. code for the paper

pyqtgraph. Fast data visualization and GUI tools for scientific / engineering applications

awesome-knowledge-distillation. Awesome Knowledge Distillation

deep-mil-for-whole-mammogram-classification. Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.

SemanticSegmentation_DL. Resources of semantic segmantation based on Deep Learning model

ASAP. Program for the analysis and visualization of whole-slide images in digital pathology

drishti. Real time eye tracking for embedded and mobile devices.

tf-faster-rcnn. Tensorflow Faster RCNN for Object Detection

libfacedetection. An open source library for face detection in images. The face detection speed can reach 1000FPS.

facenet. Face recognition using Tensorflow

crow. Cross-dimensional weighting for aggregated deep convolutional features.

stargan. StarGAN - Official PyTorch Implementation (CVPR 2018)

retina-unet. Retina blood vessel segmentation with a convolutional neural network

Random-Erasing. Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

miotcd_classification. Python

EAST. A tensorflow implementation of EAST text detector

AdversarialNetsPapers. Awesome paper list with code about generative adversarial nets

AdversarialNetsPapers. The classical papers and codes about generative adversarial nets