AI open source rankings.
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
Collection of common code that's shared among different research projects in FAIR computer vision team.
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
TorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision
You Only Look Once for Panopitic Driving Perception.（MIR2022）
Lumina-T2X is a unified framework for Text to Any Modality Generation
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
Automatic and end-to-end scientific research workflow. Produces state-of-the-art level research results.
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
A fully functional AI Agent desktop client that supports Webui access and can be creatively customized and expanded!
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
An open source library and framework for deep learning on satellite and aerial imagery.
An Open-World Foundation Model for General-Purpose Embodied Intelligence.
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
🏕️ Reproducible development environment for humans and agents
Your personal AI assistant at all-in 888KiB (~35KB in app code). Running on an ESP32. GPIO, cron, custom tools, memory, and more.
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
Pre-trained word vectors of 30+ languages
VGG19 and VGG16 on Tensorflow
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Curated list: Resources for machine learning in Ruby
Chess reinforcement learning by AlphaGo Zero methods.