domain: machine-learning
3991 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| VAST-AI-Research/TripoSG TripoSG is an open-source image-to-3D generation foundation model that produces high-fidelity 3D meshes from single images using large-scal… | 27 | 1768 | active |
| opendatacam/opendatacam OpenDataCam is an open-source computer vision application that detects and tracks moving objects in camera feeds or video files using YOLO/… | 58 | 1726 | active |
| facebookresearch/ConvNeXt Official PyTorch implementation of ConvNeXt, a pure convolutional neural network architecture from the CVPR 2022 paper 'A ConvNet for the 2… | 10 | 6414 | maintenance |
| AvaLovelace1/BrickGPT BrickGPT is the official implementation of an ICCV 2025 Best Paper approach that generates physically stable, buildable toy brick (LEGO) mo… | 57 | 1703 | active |
| openappsec/openappsec open-appsec is an open-source machine learning security engine that provides preemptive web application and API threat protection against O… | 99 | 1696 | active |
| AgentR1/Agent-R1 Agent-R1 is a modular Python framework for training LLM agents with end-to-end reinforcement learning. It models each interaction turn as a… | 65 | 1649 | active |
| CoinCheung/BiSeNet A PyTorch implementation of the BiSeNet V1 and V2 real-time semantic segmentation models, with pretrained weights for Cityscapes, COCO-Stuf… | 57 | 1638 | active |
| yenchenlin/nerf-pytorch A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the original paper's results for synthesizing novel views of comp… | 32 | 6046 | maintenance |
| amazon-far/holosoma Holosoma is a Python framework for training and deploying reinforcement learning policies on humanoid robots, supporting locomotion and who… | 61 | 1630 | active |
| HumanSignal/Adala Adala is a Python framework for building autonomous data labeling agents powered by LLMs. Agents learn skills iteratively from a ground tru… | 63 | 1629 | active |
| psalias2006/gpu-hot GPU Hot is a lightweight, self-hosted web dashboard for real-time NVIDIA GPU monitoring, deployed via a single Docker command. It polls NVM… | 81 | 1625 | active |
| zama-ai/concrete Concrete is an open-source fully homomorphic encryption (FHE) compiler built on TFHE and LLVM that converts Python programs into their FHE … | 55 | 1575 | active |
| modelscope/AgentEvolver AgentEvolver is an end-to-end self-evolving training framework for LLM-based agents that unifies automatic task generation (self-questionin… | 50 | 1554 | active |
| baaivision/Emu3.5 Emu3.5 is BAAI's native multimodal foundation model that jointly predicts next states across vision and language, trained on 10T+ interleav… | 43 | 1550 | active |
| Florian-Barthel/splatviz splatviz is an interactive Python-based viewer and editor for 3D Gaussian Splatting (3DGS) scenes with real-time editing, side-by-side scen… | 68 | 1549 | active |
| hustvl/MapTR MapTR is an end-to-end transformer-based framework for online vectorized HD map construction from camera imagery in autonomous driving. It … | 26 | 1544 | active |
| JingyunLiang/SwinIR Official PyTorch implementation of SwinIR, a Swin Transformer-based model for image restoration tasks including super-resolution, denoising… | 23 | 5586 | maintenance |
| cchen156/Learning-to-See-in-the-Dark TensorFlow implementation of 'Learning to See in the Dark' (CVPR 2018), a deep learning model that brightens very dark, short-exposure RAW … | 51 | 5565 | maintenance |
| caiyuanhao1998/Retinexformer Retinexformer is a one-stage Retinex-based Transformer model and toolbox for low-light image enhancement, published at ICCV 2023. It suppor… | 66 | 1524 | active |
| HiDream-ai/HiDream-O1-Image HiDream-O1-Image is an open-weights 8B image generation foundation model built on a Pixel-level Unified Transformer (UiT) that natively enc… | 53 | 1510 | active |
| daavoo/pyntcloud pyntcloud is a Python library for working with 3D point clouds, built on the Python scientific stack (pandas, numpy). It supports loading/s… | 64 | 1500 | active |
| microsoft/ai-dev-gallery AI Dev Gallery is a Windows application from Microsoft that lets developers explore over 25 interactive samples powered by local AI models … | 66 | 1499 | active |
| google/GNM GNM is an open ecosystem of parametric statistical human models and perception stacks from Google, starting with GNM Head, a high-fidelity … | 59 | 1489 | active |
| hustvl/DiffusionDrive DiffusionDrive is a truncated diffusion model for real-time end-to-end autonomous driving, released as the official PyTorch implementation … | 44 | 1486 | active |
| nietras/Sep Sep is a modern, minimal .NET library for reading and writing separated values (CSV, TSV, etc.) with zero allocations and SIMD-vectorized p… | 97 | 1469 | active |
| acados/acados acados is a modular C library providing fast embedded solvers for nonlinear optimal control problems, designed for real-time applications l… | 94 | 1455 | active |
| fan-ziqi/rl_sar A C++ framework for simulation verification and physical deployment of reinforcement learning policies for robots, supporting quadruped, wh… | 79 | 1447 | active |
| Walter0807/MotionBERT Official PyTorch implementation of MotionBERT (ICCV 2023), a unified pretrained model for learning human motion representations from 2D ske… | 64 | 1442 | active |
| qupath/qupath QuPath is an open-source desktop application for bioimage analysis, aimed especially at digital pathology and whole-slide imaging. It provi… | 79 | 1433 | active |
| XPandora/PhysGaussian PhysGaussian is a research library that integrates Material Point Method (MPM) physics simulation with 3D Gaussian Splatting representation… | 55 | 1420 | active |
| gnobitab/InstaFlow InstaFlow is a one-step text-to-image generation model based on Rectified Flow, enabling ultra-fast Stable Diffusion inference without iter… | 28 | 1409 | active |
| cszn/BSRGAN BSRGAN is a PyTorch implementation of a practical degradation model for deep blind image super-resolution, presented at ICCV 2021. It provi… | 32 | 1387 | stable |
| zhixuhao/unet A Keras implementation of the U-Net convolutional network architecture for image segmentation, based on the original biomedical segmentatio… | 65 | 4939 | maintenance |
| qubvel/segmentation_models A Python library providing neural network architectures for image segmentation (Unet, FPN, Linknet, PSPNet) built on Keras and TensorFlow K… | 23 | 4923 | maintenance |
| AgibotTech/genie_sim Genie Sim is AgiBot's open-source simulation platform for embodied intelligence, providing environment reconstruction, LLM-driven scene gen… | 74 | 1374 | active |
| erwincoumans/tiny-differentiable-simulator Tiny Differentiable Simulator (TDS) is a header-only C++ and CUDA physics library for rigid-body dynamics with zero dependencies, supportin… | 67 | 1372 | active |
| MoonInTheRiver/DiffSinger Official PyTorch implementation of DiffSinger, an AAAI 2022 paper on singing voice synthesis and text-to-speech using a shallow diffusion m… | 65 | 4854 | maintenance |
| bytedance/flux Flux is a GPU kernel library from ByteDance that overlaps computation with communication for tensor and expert parallelism in dense and MoE… | 33 | 1358 | active |
| llm-attacks/llm-attacks Official research code for 'Universal and Transferable Adversarial Attacks on Aligned Language Models', implementing the GCG algorithm for … | 28 | 4780 | maintenance |
| ImprintLab/Medical-SAM-Adapter Medical SAM Adapter (MSA) is a Python framework that fine-tunes Meta's Segment Anything Model for medical image segmentation using lightwei… | 38 | 1322 | active |
| unitreerobotics/unitree_rl_lab A collection of reinforcement learning environments for Unitree robots (Go2, H1, G1) built on NVIDIA IsaacLab. It enables training locomoti… | 56 | 1318 | active |
| studio-dots-ai/dots.tts dots.tts is a 2B-parameter fully continuous, end-to-end autoregressive text-to-speech system, distributed as a Python library with pretrain… | 78 | 1308 | active |
| fundamentalvision/BEVFormer BEVFormer is the official PyTorch implementation of an ECCV 2022 paper that learns bird's-eye-view (BEV) representations from multi-camera … | 23 | 4588 | maintenance |
| streamlit/demo-self-driving A Streamlit demo app that provides an interactive image browser for the Udacity self-driving-car dataset with realtime YOLO object detectio… | 59 | 1290 | stable |
| vipshop/cache-dit Cache-DiT is a PyTorch-native inference engine that accelerates Diffusion Transformer (DiT) models with hybrid caching, parallelism, quanti… | 82 | 1270 | active |
| ingra14m/Deformable-3D-Gaussians Official PyTorch implementation of the CVPR 2024 paper 'Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction'. … | 18 | 1256 | stable |
| google-deepmind/android_env AndroidEnv is a Python library from DeepMind that exposes an Android device (real or emulated) as a Reinforcement Learning environment. Age… | 84 | 1240 | active |
| metadriverse/metadrive MetaDrive is an open-source, lightweight driving simulator built for AI and autonomy research, supporting compositional scene synthesis and… | 39 | 1238 | active |
| MoonshotAI/Kimi-VL Kimi-VL is an open-source Mixture-of-Experts vision-language model (VLM) with a 2.8B activated parameter language decoder, offering multimo… | 33 | 1226 | active |
| nfstream/nfstream NFStream is a multiplatform Python framework for fast, flexible network flow data analysis from live interfaces or pcap files. It provides … | 80 | 1218 | stable |
| NVlabs/alpasim AlpaSim is an open-source, Python-based autonomous vehicle simulation platform for developing and testing end-to-end AV policies in closed … | 76 | 1211 | active |
| rohanpsingh/LearningHumanoidWalking A Python research codebase for training humanoid robots to walk using deep reinforcement learning (PPO) in MuJoCo simulation. It provides e… | 70 | 1210 | active |
| cleanlab/cleanvision CleanVision is a Python library that automatically detects issues in image datasets, such as blurry, dark, over-exposed, or near-duplicate … | 58 | 1199 | active |
| NVIDIA/audio-flamingo NVIDIA's PyTorch implementation of the Audio Flamingo series of large audio-language models (AF1, AF2, AF3, and Music Flamingo) for audio u… | 49 | 1187 | active |
| mlfoundations/open_flamingo OpenFlamingo is an open-source PyTorch implementation of DeepMind's Flamingo, a large multimodal vision-language model that interleaves ima… | 23 | 4116 | maintenance |
| wuyoscar/Internal-Safety-Collapse ISC-Bench/TVD is a research framework for studying 'Internal Safety Collapse' in frontier LLMs, where agents placed in adversarial codespac… | 59 | 1179 | active |
| NVlabs/imaginaire NVIDIA's PyTorch library containing optimized implementations of image and video synthesis methods, including GAN-based image-to-image tran… | 32 | 4081 | maintenance |
| FoundationVision/GLEE GLEE is a general object foundation model for images and videos that unifies detection, segmentation, tracking, grounding, and open-world o… | 26 | 1170 | active |
| chengxuxin/extreme-parkour Official code for 'Extreme Parkour with Legged Robots' (ICRA 2024), a reinforcement learning framework for training quadruped robots to per… | 27 | 1166 | active |
| MCG-NKU/E2FGVI E2FGVI is the official PyTorch implementation of the CVPR 2022 paper 'Towards An End-to-End Framework for Flow-Guided Video Inpainting'. It… | 32 | 1162 | stable |
| sirius-ai/LPRNet_Pytorch A PyTorch implementation of LPRNet, a lightweight deep neural network for license plate recognition. It ships with pretrained weights focus… | 32 | 1159 | stable |
| Woolverine94/biniou biniou is a self-hosted web UI for 30+ generative AI models covering image, video, audio, and text generation, built with Gradio and Huggin… | 63 | 1150 | active |
| clovaai/deep-text-recognition-benchmark Official PyTorch implementation of a four-stage scene text recognition (OCR) framework from an ICCV 2019 paper, with training and evaluatio… | 32 | 3941 | maintenance |
| Janspiry/Image-Super-Resolution-via-Iterative-Refinement An unofficial PyTorch implementation of SR3 (Image Super-Resolution via Iterative Refinement), a diffusion-based model for image super-reso… | 32 | 3922 | maintenance |
| caiyuanhao1998/MST A Python toolbox for spectral compressive imaging reconstruction that implements over 15 algorithms including MST, CST, DAUHST, BiSCI, HDNe… | 52 | 1120 | active |
| zai-org/CogView4 CogView4, CogView3-Plus and CogView3 are open-source text-to-image generation models from Zhipu AI, with CogView4 being a 6B-parameter DiT-… | 28 | 1102 | active |
| PKU-MARL/DexterousHands Bi-DexHands is a Python library providing bimanual dexterous hand manipulation environments built on NVIDIA Isaac Gym for reinforcement lea… | 35 | 1092 | active |
| leggedrobotics/elevation_mapping_cupy A GPU-accelerated elevation mapping library for robotics, built on CuPy and integrated with ROS, that fuses point clouds into multi-modal t… | 88 | 1070 | active |
| JudgmentLabs/judgeval Judgeval is an open-source Python SDK for LLM agent improvement, providing OpenTelemetry-based tracing and prompt-based agent-judge evaluat… | 85 | 1060 | active |
| NousResearch/DisTrO DisTrO is a family of low-latency distributed optimizers that reduce inter-GPU communication requirements by three to four orders of magnit… | 43 | 1059 | active |
| qqlu/Entity EntitySeg is an open-source PyTorch toolbox for open-world, high-quality image segmentation, built on Detectron2. It aggregates multiple re… | 32 | 1049 | active |
| agents-flex/agents-flex Agents-Flex is a lightweight, modular Java framework for building AI applications and agents, positioned as a Java counterpart to Spring AI… | 94 | 1046 | active |
| langchain-ai/langsmith-sdk Official Python and JavaScript/TypeScript client SDKs for the LangSmith platform, enabling tracing, debugging, evaluation, and monitoring o… | 92 | 1044 | active |
| metauto-ai/GPTSwarm GPTSwarm is a Python library for building LLM-based agents as computational graphs, with modules for agent graphs, memory, LLM backends, an… | 54 | 1042 | active |
| foolwood/SiamMask Official PyTorch implementation of SiamMask, a deep learning framework for fast online visual object tracking and video object segmentation… | 35 | 3550 | maintenance |
| centerforaisafety/HarmBench HarmBench is a standardized, open-source evaluation framework for automated red teaming of large language models, comparing attack methods … | 26 | 1037 | active |
| podgorskiy/ALAE Official PyTorch implementation of Adversarial Latent Autoencoders (ALAE/StyleALAE), a CVPR 2020 paper combining autoencoders with GAN trai… | 32 | 3511 | maintenance |
| fudan-zvg/4d-gaussian-splatting Official PyTorch/CUDA implementation of 4D Gaussian Splatting (ICLR 2024), which represents and renders dynamic scenes in real time using 4… | 56 | 1027 | active |
| NVIDIA/cuda-tile CUDA Tile IR is an MLIR-based intermediate representation and compiler infrastructure for optimizing CUDA kernels with tile-based computati… | 83 | 1022 | active |
| google/prompt-to-prompt Google's official implementation of the Prompt-to-Prompt paper, which enables text-driven image editing in Latent Diffusion and Stable Diff… | 10 | 3456 | maintenance |
| cityflow-project/CityFlow CityFlow is an open-source microscopic traffic simulator designed as a multi-agent reinforcement learning environment for large-scale city … | 49 | 1011 | active |
| facebookresearch/Mask2Former Mask2Former is the official PyTorch implementation of the CVPR 2022 paper 'Masked-attention Mask Transformer for Universal Image Segmentati… | 10 | 3416 | maintenance |
| Tencent/TencentKona-8 Tencent Kona 8 is a no-cost, production-ready distribution of OpenJDK 8 with long-term support and quarterly updates, serving as the defaul… | 91 | 1004 | stable |
| eladrich/pixel2style2pixel Official PyTorch implementation of pixel2style2pixel (pSp), a StyleGAN encoder from CVPR 2021 that maps real images directly into the W+ la… | 32 | 3350 | maintenance |
| HRNet/HRNet-Semantic-Segmentation Official PyTorch implementation of HRNet (High-Resolution Network) and the Segmentation Transformer (OCR) approach for semantic segmentatio… | 32 | 3330 | maintenance |
| google/brax Brax is a fast, fully differentiable rigidbody physics engine written in JAX, designed for massively parallel simulation on accelerator har… | 84 | 3229 | maintenance |
| Habitat AI Habitat is a high-performance, physics-enabled 3D simulation platform for Embodied AI research, consisting of Habitat-Sim (a fast 3D sim… | 74 | 3118 | maintenance |
| leggedrobotics/legged_gym A Python library providing Isaac Gym environments for training legged robots (e.g., ANYmal) to walk on rough terrain with reinforcement lea… | 43 | 3112 | maintenance |
| microsoft/human-pose-estimation.pytorch Official PyTorch implementation of the ECCV 2018 paper 'Simple Baselines for Human Pose Estimation and Tracking' from Microsoft. It provide… | 10 | 3008 | maintenance |
| weld-project/weld Weld is a language and high-performance runtime that optimizes data-intensive analytics workflows by expressing computations in a common in… | 57 | 3006 | maintenance |
| divamgupta/image-segmentation-keras A Keras library implementing popular deep learning semantic image segmentation models including SegNet, FCN, U-Net, and PSPNet. It provides… | 23 | 3003 | maintenance |
| biubug6/Pytorch_Retinaface A PyTorch implementation of the RetinaFace single-stage face detection model, supporting mobilenet0.25 and resnet50 backbones with pretrain… | 32 | 2977 | maintenance |
| isaac-sim/IsaacGymEnvs A collection of example reinforcement learning environments for NVIDIA Isaac Gym, a GPU-accelerated physics simulator. It provides a Gym-st… | 10 | 2953 | maintenance |
| kwea123/nerf_pl An unofficial PyTorch implementation of NeRF (Neural Radiance Fields) and NeRF in the Wild built on pytorch-lightning, supporting multi-GPU… | 23 | 2804 | maintenance |
| junyanz/interactive-deep-colorization A deep learning application for interactively colorizing black and white images with user-guided hints, based on the SIGGRAPH 2017 paper 'R… | 32 | 2692 | maintenance |
| knazeri/edge-connect EdgeConnect is a PyTorch implementation of a two-stage generative adversarial model for image inpainting, published at ICCV 2019. It first … | 32 | 2620 | maintenance |
| taesungp/contrastive-unpaired-translation A PyTorch implementation of Contrastive Unpaired Translation (CUT), an ECCV 2020 method for unpaired image-to-image translation using patch… | 32 | 2547 | maintenance |
| yfeng95/DECA DECA is the official PyTorch implementation of a SIGGRAPH 2021 method that reconstructs a detailed 3D head model (pose, shape, facial detai… | 32 | 2518 | maintenance |
| TIBCOSoftware/flogo Project Flogo is an ultra-light, Go-based open source ecosystem for building event-driven applications using triggers and actions. It suppo… | 23 | 2491 | maintenance |
| iPERDance/iPERCore Impersonator++ (iPERCore) is a PyTorch implementation of Liquid Warping GAN with Attention, a unified framework for human image synthesis. … | 32 | 2393 | maintenance |