domain: machine-learning
3991 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| MetaGLM/FinGLM FinGLM is an open, community-driven financial LLM project centered on a dialog-based question-answering system that analyzes Chinese listed… | 27 | 2261 | maintenance |
| hustvl/YOLOP YOLOP is a multi-task deep learning network that jointly performs traffic object detection, drivable area segmentation, and lane detection … | 32 | 2238 | maintenance |
| tianweiy/CenterPoint Official PyTorch implementation of CenterPoint, a CVPR 2021 method that performs 3D object detection and tracking from LiDAR point clouds b… | 23 | 2185 | maintenance |
| jeonsworld/ViT-pytorch A PyTorch reimplementation of Google's Vision Transformer (ViT) for image classification, based on the paper 'An Image is Worth 16x16 Words… | 32 | 2163 | maintenance |
| facebookresearch/pycls pycls is a PyTorch-based codebase for image classification research developed by Facebook AI Research. It provides implementations of stand… | 10 | 2161 | maintenance |
| kingyiusuen/image-to-latex A PyTorch application that converts images of LaTeX math equations into LaTeX code using a ResNet-18 encoder and Transformer decoder traine… | 32 | 2158 | maintenance |
| nvdla/hw The hardware release of NVIDIA's open-source Deep Learning Accelerator (NVDLA), containing Verilog RTL, a C-model, testbenches, and synthes… | 32 | 2146 | maintenance |
| facebookresearch/chameleon Repository for Meta Chameleon, an early-fusion token-based mixed-modal foundation model that understands and generates interleaved images a… | 10 | 2103 | maintenance |
| qubvel/efficientnet A Keras and TensorFlow Keras reimplementation of the EfficientNet convolutional neural network family (B0-B7), including ImageNet-pretraine… | 23 | 2100 | maintenance |
| zhanghang1989/PyTorch-Encoding A PyTorch computer vision toolkit with optimized CUDA backend, providing encoding layers, synchronized multi-GPU batch normalization, and p… | 23 | 2044 | maintenance |
| apple/ml-fastvit Official PyTorch implementation of FastViT, a fast hybrid vision transformer architecture using structural reparameterization, published at… | 28 | 2029 | maintenance |
| darglein/ADOP ADOP is a point-based differentiable neural rendering pipeline for scene refinement and novel view synthesis, implemented in C++/CUDA with … | 23 | 2027 | maintenance |
| JDAI-CV/FaceX-Zoo FaceX-Zoo is a PyTorch toolbox for face recognition that provides training modules with various state-of-the-art supervisory heads and back… | 32 | 1997 | maintenance |
| jesolem/PCV PCV is a pure Python computer vision library containing the code from the book 'Programming Computer Vision with Python' by Jan Erik Solem.… | 32 | 1960 | maintenance |
| Tencent/plato Plato is Tencent's high-performance distributed graph computation framework, developed for graph processing and graph machine learning at W… | 23 | 1910 | maintenance |
| TreB1eN/InsightFace_Pytorch A PyTorch reimplementation of InsightFace/ArcFace for face recognition, including backbone models (IR-SE50, MobileFacenet) and pretrained w… | 32 | 1893 | maintenance |
| zhoubolei/CAM Reference implementation of Class Activation Mapping (CAM), a CVPR'16 technique that visualizes which image regions a CNN attends to when p… | 32 | 1883 | maintenance |
| h2oai/datatable datatable is a Python package for manipulating 2-dimensional tabular data structures (data frames), inspired by R's data.table. It emphasiz… | 68 | 1876 | maintenance |
| xinshuoweng/AB3DMOT Official Python implementation of AB3DMOT, a simple real-time baseline for 3D multi-object tracking using oriented 3D bounding boxes from L… | 32 | 1847 | maintenance |
| facebookresearch/votenet VoteNet is the official PyTorch implementation of the ICCV 2019 paper 'Deep Hough Voting for 3D Object Detection in Point Clouds'. It provi… | 10 | 1761 | maintenance |
| ranahanocka/MeshCNN MeshCNN is a PyTorch library implementing a convolutional neural network that operates directly on 3D triangular meshes, with mesh-specific… | 32 | 1731 | maintenance |
| cszn/DnCNN DnCNN is the official implementation of the TIP 2017 paper 'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising',… | 32 | 1729 | maintenance |
| bubbliiiing/unet-pytorch A PyTorch implementation of the U-Net semantic segmentation model with training, prediction, and mIoU evaluation scripts. It supports multi… | 23 | 1724 | maintenance |
| Fyusion/LLFF LLFF (Local Light Field Fusion) is a TensorFlow implementation of the SIGGRAPH 2019 paper for novel view synthesis from sparse input images… | 32 | 1703 | maintenance |
| bjoernkarmann/project_alias Project Alias is an open-source Raspberry Pi-based device that acts as a 'parasite' on smart home assistants, letting users train custom wa… | 32 | 1700 | maintenance |
| LoSealL/VideoSuperResolution A Python library (pip-installable as VSR) collecting reimplementation of state-of-the-art single-image and video super-resolution neural ne… | 23 | 1688 | maintenance |
| ARM-software/CMSIS_5 CMSIS (Cortex Microcontroller Software Interface Standard) Version 5 is ARM's standardized vendor-independent abstraction layer for ARM Cor… | 10 | 1603 | maintenance |
| xinntao/EDVR EDVR is the winning solution of the NTIRE19 video restoration challenges, built on enhanced deformable convolutional networks. The repo is … | 32 | 1578 | maintenance |
| V2AI/Det3D Det3D is a PyTorch-based toolbox for 3D object detection from point clouds, offering implementations of models like PointPillars, SECOND, a… | 32 | 1561 | maintenance |
| IDEA-Research/MaskDINO Official PyTorch implementation of Mask DINO, a unified transformer-based framework for object detection and segmentation, built on detectr… | 23 | 1558 | maintenance |
| AliyunContainerService/gpushare-scheduler-extender A Kubernetes scheduler extender that enables multiple pods to share the same NVIDIA GPU device, increasing GPU utilization for inference an… | 32 | 1532 | maintenance |
| junyanz/BicycleGAN A PyTorch implementation of BicycleGAN, a model for multimodal image-to-image translation that generates diverse outputs from a single inpu… | 32 | 1514 | maintenance |
| open-mmlab/Multimodal-GPT Multimodal-GPT is an open-source project for training a multimodal chatbot that combines vision and language instructions, built on OpenFla… | 30 | 1512 | maintenance |
| krasserm/super-resolution A TensorFlow 2.x implementation of EDSR, WDSR, and SRGAN models for single image super-resolution, with a high-level training API and DIV2K… | 32 | 1511 | maintenance |
| filipradenovic/cnnimageretrieval-pytorch A PyTorch toolbox for training and evaluating convolutional neural networks for image retrieval, implementing the authors' TPAMI 2018 and E… | 23 | 1496 | maintenance |
| DeepVoltaire/AutoAugment An unofficial Python implementation of the AutoAugment data augmentation policies learned for ImageNet, CIFAR-10, and SVHN, built on Pillow… | 32 | 1493 | maintenance |
| lxztju/pytorch_classification A complete PyTorch image classification codebase built on torchvision, covering training, prediction, TTA, model ensembling, knowledge dist… | 32 | 1466 | maintenance |
| hysts/pytorch_image_classification A PyTorch library implementing many image classification architectures (ResNet, DenseNet, WRN, PyramidNet, SENet, etc.) and augmentation te… | 10 | 1448 | maintenance |
| Improbable-AI/walk-these-ways A sim-to-real reinforcement learning starter kit for the Unitree Go1 quadruped robot, implementing the Walk These Ways (MoB) locomotion con… | 32 | 1441 | maintenance |
| xuebinqin/BASNet BASNet is the official PyTorch implementation of the CVPR 2019 paper 'BASNet: Boundary-Aware Salient Object Detection', a deep learning mod… | 32 | 1436 | maintenance |
| yu-changqian/TorchSeg A fast, modular PyTorch reference implementation for training and evaluating semantic segmentation models such as FCN, DFN, BiSeNet, PSPNet… | 23 | 1410 | maintenance |
| swz30/MPRNet MPRNet is a PyTorch implementation of a multi-stage progressive image restoration network published at CVPR 2021. It provides pretrained mo… | 32 | 1393 | maintenance |
| nv-tlabs/lift-splat-shoot PyTorch implementation of Lift-Splat-Shoot (ECCV 2020), an end-to-end model that converts images from arbitrary multi-camera rigs into a bi… | 32 | 1369 | maintenance |
| MoyGcc/vid2avatar Vid2Avatar is the official PyTorch implementation of a CVPR 2023 method that reconstructs detailed 3D human avatars from monocular in-the-w… | 57 | 1360 | maintenance |
| torrvision/crfasrnn Reference implementation of CRF-RNN, an ICCV 2015 semantic image segmentation method that integrates conditional random fields into a neura… | 23 | 1335 | maintenance |
| maudzung/Complex-YOLOv4-Pytorch A PyTorch implementation of Complex-YOLO, a YOLOv4-based model for real-time 3D object detection on LiDAR point clouds. It supports distrib… | 32 | 1327 | maintenance |
| ShichenLiu/SoftRas SoftRas is a PyTorch-based differentiable renderer that treats rasterization as a differentiable aggregating process over mesh triangles, e… | 56 | 1299 | maintenance |
| bubbliiiing/deeplabv3-plus-pytorch A PyTorch implementation of the DeepLabv3+ semantic segmentation model with MobileNetV2 and Xception backbones. It includes scripts for tra… | 23 | 1292 | maintenance |
| j96w/DenseFusion DenseFusion is the official PyTorch implementation of the paper '6D Object Pose Estimation by Iterative Dense Fusion', which estimates the … | 32 | 1276 | maintenance |
| utiasSTARS/pykitti pykitti is a minimal Python library for loading and working with the KITTI autonomous driving dataset, supporting raw and odometry benchmar… | 32 | 1244 | maintenance |
| ranahanocka/point2mesh Point2Mesh is a PyTorch implementation of a SIGGRAPH 2020 technique that reconstructs watertight surface meshes from input point clouds by … | 32 | 1240 | maintenance |
| openseg-group/openseg.pytorch Official PyTorch implementations of semantic segmentation models OCNet, OCRNet, and SegFix, achieving state-of-the-art results on benchmark… | 23 | 1237 | maintenance |
| yitu-opensource/T2T-ViT Official PyTorch implementation of Tokens-to-Token ViT (T2T-ViT), an ICCV 2021 vision transformer architecture trained from scratch on Imag… | 23 | 1191 | maintenance |
| flow-project/flow Flow is a computational framework for deep reinforcement learning and control experiments in traffic microsimulation, built on top of the S… | 23 | 1188 | maintenance |
| fbcotter/pytorch_wavelets A PyTorch library implementing 2D discrete wavelet transforms (DWT), dual-tree complex wavelet transforms (DTCWT), their inverses, and a DT… | 23 | 1176 | maintenance |
| huawei-noah/SMARTS SMARTS is a simulation platform for multi-agent reinforcement learning research focused on autonomous driving, emphasizing realistic and di… | 24 | 1134 | maintenance |
| kazuto1011/deeplab-pytorch An unofficial PyTorch re-implementation of DeepLab v2 with a ResNet-101 backbone for semantic segmentation, supporting COCO-Stuff and PASCA… | 23 | 1100 | maintenance |
| cardwing/Codes-for-Lane-Detection Reference implementations of lightweight lane detection CNNs, including the ENet-SAD model from the ICCV 2019 paper 'Learning Lightweight L… | 32 | 1075 | maintenance |
| sunset1995/DirectVoxGO DirectVoxGO (DVGO) is a PyTorch implementation of Direct Voxel Grid Optimization for fast neural radiance field (NeRF) reconstruction, repl… | 32 | 1075 | maintenance |
| databricks/lilac Lilac is an open-source tool for exploring, curating, and quality-controlling datasets used for training, fine-tuning, and monitoring LLMs.… | 10 | 1072 | maintenance |
| HRNet/HRNet-Image-Classification Official PyTorch implementation and training code for HRNet (High-Resolution Network) image classification models on ImageNet. It provides … | 23 | 1056 | maintenance |
| isaac-sim/OmniIsaacGymEnvs A collection of GPU-accelerated reinforcement learning environments built on NVIDIA Isaac Sim and the omni.isaac.gym framework, with PPO tr… | 10 | 1049 | maintenance |
| facebookresearch/FixRes FixRes is a PyTorch implementation of the NeurIPS 2019 paper 'Fixing the train-test resolution discrepancy', providing training and fine-tu… | 10 | 1043 | maintenance |
| LionelJouin/PiP-Tool A Windows desktop application that enables Picture-in-Picture mode by capturing a selected region of any window and displaying it in an alw… | 23 | 1039 | maintenance |
| PRBonn/semantic_suma SuMa++ is a C++ implementation of efficient LiDAR-based semantic SLAM that builds 3D semantic maps from laser range scans, combining the Su… | 32 | 1016 | maintenance |
| snap-research/NeROIC Official PyTorch implementation of NeROIC, a neural method for capturing 3D object geometry and material from online image collections and … | 32 | 1012 | maintenance |
| mileyan/pseudo_lidar Research code implementing Pseudo-LiDAR, a CVPR 2019 method that converts image-based depth maps into pseudo-LiDAR point clouds for 3D obje… | 32 | 1005 | maintenance |
| alex04072000/ObstructionRemoval The official TensorFlow implementation of the CVPR 2020 paper 'Learning to See Through Obstructions', which removes obstructions like windo… | 32 | 1004 | maintenance |
| GradientHQ/parallax Parallax is a distributed model serving framework that lets you build your own AI cluster across heterogeneous, geographically dispersed de… | 66 | 1372 | experimental |
| lizhihao6/Sparc3D Sparc3D is the official implementation of a research framework for high-resolution 3D shape modeling, combining a sparse deformable marchin… | 31 | 1353 | experimental |
| DLYuanGod/TinyGPT-V TinyGPT-V is an efficient multimodal large language model built on small backbones (Phi-2 2.7B), combining vision and language capabilities… | 56 | 1316 | experimental |
| Genesis-Embodied-AI/RoboGen RoboGen is a self-guided generative robotic agent that autonomously proposes new tasks, generates simulation environments, and learns robot… | 27 | 1227 | experimental |
| LAION-AI/Open-Assistant OpenAssistant is an open-source chat-based assistant that understands tasks, interacts with third-party systems, and retrieves information … | 22 | 37399 | abandoned |
| GetStream/Winds Winds is an open-source desktop RSS reader and podcast client built with React, Redux, and Electron, with an Express.js backend. It offers … | 10 | 9099 | abandoned |
| openai/universe Universe is an OpenAI library that wraps games, websites, and other applications into OpenAI Gym environments so AI agents can be trained a… | 10 | 7494 | abandoned |
| fchollet/deep-learning-models A deprecated collection of Keras code and pre-trained weights for popular deep learning image classification models such as VGG16, VGG19, R… | 23 | 7349 | abandoned |
| openai/mujoco-py mujoco-py provides Cython-based Python 3 bindings for the MuJoCo physics engine, enabling rigid body simulation with contacts from Python. … | 10 | 3143 | abandoned |
| hooram/ownphotos Ownphotos is a self-hosted Google Photos alternative built with a Django backend and React frontend, offering face recognition, object dete… | 23 | 2759 | abandoned |
| NVlabs/MUNIT Official PyTorch implementation of MUNIT (ECCV 2018), a GAN-based model for multimodal unsupervised image-to-image translation. The reposit… | 23 | 2707 | abandoned |
| FeatureBaseDB/featurebase FeatureBase (formerly Pilosa) is a distributed analytical database built entirely on bitmap indexes, offering low-latency SQL queries over … | 10 | 2521 | abandoned |
| lgsvl/simulator SVL Simulator is a Unity-based multi-robot simulator for autonomous vehicles with ROS/ROS2 integration, sensor simulation, and Python APIs.… | 23 | 2457 | abandoned |
| facebookarchive/fb.resnet.torch A Torch (Lua) implementation of ResNet residual networks for image classification, with training scripts for ImageNet and pretrained models… | 10 | 2360 | abandoned |
| openai/roboschool Roboschool is an open-source robot simulation library providing physics-based Gym environments for reinforcement learning research, includi… | 10 | 2169 | abandoned |
| mitsuba-renderer/mitsuba2 Mitsuba 2 is a research-oriented, retargetable physically-based rendering system written in C++17, supporting CPU, SIMD-vectorized, and GPU… | 23 | 2072 | abandoned |
| facebookresearch/ResNeXt A Torch (Lua) implementation of the ResNeXt architecture from the paper 'Aggregated Residual Transformations for Deep Neural Networks', bui… | 10 | 1924 | abandoned |
| bonlime/keras-deeplab-v3-plus A Keras implementation of the DeepLab v3+ semantic image segmentation model with pretrained weights imported from the original TensorFlow c… | 23 | 1375 | abandoned |
| MIC-DKFZ/medicaldetectiontoolkit A PyTorch framework providing 2D and 3D implementations of object detectors like Mask R-CNN, Retina Net, and Retina U-Net, tailored for med… | 32 | 1357 | abandoned |
| leehomyc/Faster-High-Res-Neural-Inpainting Research code implementing the CVPR 2017 paper 'High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis', written in Lua … | 32 | 1286 | abandoned |
| shekkizh/FCN.tensorflow A TensorFlow implementation of Fully Convolutional Networks (FCN) for semantic segmentation, based on the reference code from the original … | 32 | 1248 | abandoned |
| alexgkendall/caffe-segnet A modified version of the Caffe deep learning framework implementing SegNet, a deep convolutional encoder-decoder architecture for semantic… | 32 | 1083 | abandoned |
| KevinGong2013/ChineseIDCardOCR A deprecated Swift library for optical character recognition of Chinese second-generation ID cards on iOS, using Vision and CoreML. It has … | 32 | 1025 | abandoned |
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