domain: deep-learning
2771 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| pytorch/glow Glow is a machine learning compiler and execution engine for neural network hardware accelerators, developed under the PyTorch project. It … | 10 | 3319 | maintenance |
| replicate/scribble-diffusion Scribble Diffusion is an open-source Next.js web application that turns rough sketches into refined images using the ControlNet scribble mo… | 48 | 2976 | maintenance |
| tensorflow/graphics TensorFlow Graphics is a library of differentiable graphics layers for TensorFlow, including differentiable renderers, spatial transformers… | 64 | 2782 | maintenance |
| alibaba/pipcook Pipcook is a JavaScript application framework for machine learning and its engineering, aimed at enabling JavaScript and front-end engineer… | 67 | 2595 | maintenance |
| zllrunning/face-parsing.PyTorch A PyTorch implementation of face parsing using a modified BiSeNet architecture, trained on the CelebAMask-HQ dataset. It provides training … | 32 | 2586 | maintenance |
| OFA-Sys/OFA OFA is a unified sequence-to-sequence pretrained model supporting English and Chinese that unifies cross-modality, vision, and language tas… | 32 | 2557 | maintenance |
| OAID/TengineKit TengineKit is a mobile AI SDK by OPEN AI LAB providing real-time face detection, face 2D/3D landmarks, face attributes, iris, hand, and bod… | 23 | 2321 | maintenance |
| Hzzone/pytorch-openpose A PyTorch reimplementation of OpenPose for body and hand pose estimation, with models converted directly from the original OpenPose caffemo… | 32 | 2320 | maintenance |
| idealo/image-quality-assessment A Python implementation of Google's NIMA (Neural Image Assessment) models that predict the aesthetic and technical quality of images using … | 10 | 2243 | maintenance |
| ashawkey/torch-ngp A PyTorch implementation of instant-ngp's NeRF and SDF components with CUDA extensions and an interactive GUI for training and visualizatio… | 32 | 2210 | maintenance |
| ankush-me/SynthText SynthText is a Python tool for generating synthetic scene-text images with ground-truth bounding boxes, as described in the CVPR 2016 paper… | 32 | 2146 | maintenance |
| dog-qiuqiu/Yolo-Fastest Yolo-Fastest is an ultra-lightweight YOLO-based object detection algorithm and model zoo, with only ~250 MFLOPs and a 666KB ncnn model. It … | 23 | 2103 | maintenance |
| RootKit-Org/AI-Aimbot A Python application that uses a YOLOv5-based computer vision model to detect humanoid targets on screen and assist aiming in FPS games lik… | 10 | 2067 | maintenance |
| google/nerfies Nerfies is the official JAX implementation of Deformable Neural Radiance Fields, which reconstructs non-rigidly deforming scenes from casua… | 10 | 1973 | maintenance |
| peng-zhihui/DeepVision DeepVision is an Android-based computer vision algorithm inference and validation framework by peng-zhihui. It decouples data flow control,… | 32 | 1943 | maintenance |
| flowtyone/flowty-realtime-lcm-canvas A real-time sketch-to-image demo application that uses Latent Consistency Models (LCM) with a Gradio web UI. Users draw on a canvas and see… | 27 | 1770 | maintenance |
| WXinlong/SOLO Official PyTorch implementation of SOLO and SOLOv2, box-free fully convolutional methods for instance segmentation published at ECCV 2020 a… | 32 | 1758 | maintenance |
| microsoft/i-Code Microsoft's i-Code is a collection of research models and frameworks for integrative, composable multimodal AI spanning vision, language, a… | 32 | 1704 | maintenance |
| charlesq34/frustum-pointnets Official TensorFlow code release for the CVPR 2018 paper 'Frustum PointNets for 3D Object Detection from RGB-D Data' by Stanford and Nuro r… | 32 | 1668 | maintenance |
| invictus717/MetaTransformer Meta-Transformer is a research framework for unified multimodal learning that maps inputs from 12 modalities (text, images, point clouds, a… | 19 | 1647 | maintenance |
| cvg/nice-slam NICE-SLAM is a dense RGB-D SLAM system that combines neural implicit decoders with hierarchical grid-based scene representations, published… | 32 | 1596 | maintenance |
| cmdbug/YOLOv5_NCNN A mobile demo application that deploys the ncnn inference framework on Android and iOS, running a variety of computer vision models includi… | 32 | 1573 | maintenance |
| thu-ml/prolificdreamer Official PyTorch implementation of ProlificDreamer, a NeurIPS 2023 method for high-fidelity text-to-3D generation using Variational Score D… | 29 | 1562 | maintenance |
| facebookresearch/DeepSDF DeepSDF is Facebook Research's official implementation of the CVPR 2019 paper on learning continuous signed distance functions for 3D shape… | 10 | 1562 | maintenance |
| pytorch/QNNPACK QNNPACK is a mobile-optimized C library of high-performance kernels for 8-bit quantized neural network operators such as convolution, pooli… | 10 | 1552 | maintenance |
| DevashishPrasad/CascadeTabNet CascadeTabNet is a PyTorch/mmdetection implementation of a CVPR 2020 paper for end-to-end table detection and structure recognition from im… | 32 | 1549 | maintenance |
| Javacr/PyQt5-YOLOv5 A desktop GUI application built with PyQt5 that wraps YOLOv5 (v6.1) object detection models. It supports running detection on images, video… | 32 | 1547 | maintenance |
| compphoto/BoostingMonocularDepth A Python research implementation for boosting monocular depth estimation to high resolution using a double-estimation merging operator, sup… | 32 | 1507 | maintenance |
| Sanster/text_renderer A Python tool that generates synthetic text images with configurable visual effects for training deep learning OCR models like CRNN. It sup… | 32 | 1464 | maintenance |
| wvangansbeke/Unsupervised-Classification PyTorch implementation of SCAN (ECCV 2020), a two-step method for unsupervised image classification that combines self-supervised represent… | 32 | 1457 | maintenance |
| nerfstudio-project/nerfacc NerfAcc is a PyTorch acceleration toolbox for Neural Radiance Fields (NeRF), focused on efficient sampling in the volumetric rendering pipe… | 23 | 1455 | maintenance |
| abreheret/PixelAnnotationTool A C++ desktop application for quickly annotating images with pixel-wise labels using OpenCV's watershed algorithm. Users draw markers with … | 23 | 1455 | maintenance |
| megvii-research/ML-GCN A PyTorch implementation of ML-GCN, the CVPR 2019 paper 'Multi-Label Image Recognition with Graph Convolutional Networks'. It provides trai… | 32 | 1446 | maintenance |
| BachiLi/redner redner is a differentiable Monte Carlo ray tracer that computes exact gradients of rendered images with respect to arbitrary scene paramete… | 32 | 1444 | maintenance |
| rail-berkeley/softlearning Softlearning is a deep reinforcement learning toolbox for training maximum entropy policies in continuous domains, and the official impleme… | 32 | 1440 | maintenance |
| mchong6/JoJoGAN JoJoGAN is the official PyTorch implementation of a one-shot face stylization method that finetunes a pretrained StyleGAN using GAN inversi… | 32 | 1438 | maintenance |
| microsoft/X-Decoder Official PyTorch implementation of X-Decoder, a generalized decoding model from CVPR 2023 that unifies pixel-level segmentation, image-leve… | 22 | 1345 | maintenance |
| timojl/clipseg CLIPSeg is a Python implementation of the CVPR 2022 paper 'Image Segmentation Using Text and Image Prompts', enabling zero-shot segmentatio… | 32 | 1338 | maintenance |
| google/sg2im A PyTorch research implementation of the CVPR 2018 paper 'Image Generation from Scene Graphs' by Johnson et al. It converts a structured sc… | 10 | 1325 | maintenance |
| hukkelas/DeepPrivacy DeepPrivacy is a PyTorch-based GAN that automatically anonymizes faces in images and videos by generating realistic synthetic replacements.… | 32 | 1316 | maintenance |
| charlesXu86/Chatbot_CN Chatbot_CN is a Chinese multi-turn, task-oriented chatbot platform targeting the finance and legal domains (with chitchat support), combini… | 32 | 1289 | maintenance |
| apple/ml-neuman Official reference implementation of NeuMan (ECCV 2022), which reconstructs an animatable human and the background scene from a single vide… | 32 | 1287 | maintenance |
| kwea123/ngp_pl A PyTorch + CUDA implementation of NVIDIA's Instant-NGP focused on NeRF, trained with PyTorch Lightning for fast, high-quality neural radia… | 23 | 1286 | maintenance |
| chonyy/AI-basketball-analysis An AI-powered web app and API that analyzes basketball shots and shooting form from uploaded videos using object detection and OpenPose pos… | 32 | 1279 | maintenance |
| TRI-ML/packnet-sfm Official PyTorch implementation of PackNet and related self-supervised monocular depth estimation methods from Toyota Research Institute's … | 23 | 1274 | maintenance |
| Yujun-Shi/DragDiffusion DragDiffusion is the official CVPR 2024 research code for interactive point-based image editing using pretrained diffusion models. It provi… | 19 | 1259 | maintenance |
| tf-encrypted/tf-encrypted TF Encrypted is a Python framework for privacy-preserving machine learning in TensorFlow, enabling training and prediction on encrypted dat… | 32 | 1242 | maintenance |
| NVlabs/VoxFormer Official PyTorch implementation of VoxFormer, a CVPR 2023 highlight paper presenting a sparse voxel transformer for camera-based 3D semanti… | 31 | 1208 | maintenance |
| Xharlie/pointnerf Point-NeRF is a research implementation of a point-based neural radiance field method (CVPR 2022 Oral) that models scenes with neural 3D po… | 32 | 1154 | maintenance |
| arpitbansal297/Cold-Diffusion-Models Official PyTorch implementation of Cold Diffusion, a research paper showing that diffusion-style generative models can invert arbitrary ima… | 32 | 1136 | maintenance |
| lukasHoel/text2room Text2Room is a research codebase that generates room-scale textured 3D meshes from a text prompt by leveraging pre-trained 2D text-to-image… | 30 | 1089 | maintenance |
| Wangt-CN/DisCo DisCo is a CVPR 2024 research codebase for referring human dance generation, producing realistic dance images and videos from a reference h… | 29 | 1072 | maintenance |
| ayoolaolafenwa/PixelLib PixelLib is a Python library for performing semantic and instance segmentation of objects in images and videos with just a few lines of cod… | 23 | 1072 | maintenance |
| IBM/MAX-Image-Resolution-Enhancer An IBM Model Asset Exchange project that deploys an SRGAN-based image super-resolution model as a web service in a Docker container. It ups… | 42 | 1041 | maintenance |
| MaybeShewill-CV/CRNN_Tensorflow A TensorFlow implementation of CRNN (CNN + Bi-LSTM + CTC loss) for scene text recognition, based on the Shi et al. paper. It includes pretr… | 32 | 1039 | maintenance |
| edvardHua/PoseEstimationForMobile A TensorFlow-based library implementing CPM and Hourglass models with MobileNetV2 inverted residual modules for real-time single-person hum… | 32 | 1024 | maintenance |
| apple/ml-mgie MGIE (MLLM-Guided Image Editing) is Apple's research implementation of instruction-based image editing guided by multimodal large language … | 26 | 3873 | experimental |
| graphdeco-inria/hierarchical-3d-gaussians Official implementation of the SIGGRAPH 2024 paper 'A Hierarchical 3D Gaussian Representation for Real-Time Rendering of Very Large Dataset… | 35 | 1462 | 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… | 55 | 1316 | experimental |
| Tencent-Hunyuan/Hunyuan3D-WorldClaw WorldClaw is a research framework from Tencent Hunyuan for agentic, large-scale 3D open-world generation, released alongside an arXiv paper… | 56 | 1213 | experimental |
| HumanSignal/labelImg LabelImg is a graphical image annotation tool written in Python with a Qt interface for drawing bounding boxes on images. It saves annotati… | 10 | 25055 | abandoned |
| oarriaga/face_classification A Python project providing real-time face detection with emotion and gender classification using a Keras CNN trained on fer2013 and IMDB da… | 32 | 5734 | abandoned |
| david-gpu/srez A deep learning project that performs 4x image super-resolution on 16x16 images using a DCGAN-based architecture with ResNet generator modu… | 10 | 5268 | abandoned |
| idealo/image-super-resolution A Python library providing Keras implementations of Residual Dense and Adversarial Networks for single image super-resolution, including pr… | 10 | 4818 | abandoned |
| deforum/deforum-stable-diffusion Deforum Stable Diffusion is an open-source IPython notebook implementation for generating AI animations (2D/3D interpolation) with Stable D… | 32 | 2286 | abandoned |
| gliese581gg/YOLO_tensorflow A TensorFlow implementation of YOLO (Real-Time Object Detection) that runs inference with pretrained YOLO_small, YOLO_tiny, and YOLO_face n… | 32 | 1708 | abandoned |
| RaoFoundation/bittensor The Bittensor Python SDK and btcli CLI for interacting with the Bittensor decentralized machine intelligence network, where subnets produce… | 10 | 1468 | abandoned |
| kakaobrain/nerf-factory A PyTorch library collecting reimplementations of seven popular NeRF (Neural Radiance Fields) models such as NeRF, Mip-NeRF, DVGO, and Ref-… | 10 | 1271 | abandoned |
| Tencent/FeatherCNN FeatherCNN is a high-performance, lightweight CNN inference library developed by Tencent, targeting ARM CPUs on mobile (iOS/Android), embed… | 23 | 1227 | abandoned |
| NervanaSystems/maxas MaxAs is an assembler for NVIDIA Maxwell GPU architecture that assembles SASS (Shader Assembly) instructions, written in Perl. It enables l… | 10 | 1073 | abandoned |
| NVIDIA-AI-IOT/redtail NVIDIA Redtail provides deep learning and computer vision components for autonomous visual navigation of drones and ground vehicles, center… | 23 | 1047 | abandoned |
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