domain: deep-learning
2771 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| mila-iqia/blocks Blocks is a Python framework for building and training neural network models on top of Theano. It provides parametrized operations called '… | 23 | 1152 | abandoned |
| NVIDIA/tensorflow NVIDIA's fork of TensorFlow 1.15 providing GPU support for newer NVIDIA hardware and CUDA libraries after Google stopped maintaining the TF… | 10 | 1149 | abandoned |
| eldar/pose-tensorflow A TensorFlow implementation of the DeeperCut and ArtTrack algorithms for human body pose estimation, supporting both single-person and mult… | 32 | 1141 | abandoned |
| omoindrot/tensorflow-triplet-loss A TensorFlow implementation of triplet loss with online triplet mining strategies (batch all and batch hard), for training embedding models… | 32 | 1126 | abandoned |
| szad670401/end-to-end-for-chinese-plate-recognition An end-to-end Chinese license plate recognition model based on MXnet, using multi-label classification. It was trained on ~500k synthetic r… | 32 | 1117 | abandoned |
| pbloem/former A minimal, from-scratch implementation of the transformer architecture in PyTorch, accompanying a tutorial blog post on how modern transfor… | 38 | 1097 | abandoned |
| carpedm20/DiscoGAN-pytorch A PyTorch implementation of DiscoGAN, a generative adversarial network that discovers cross-domain relations in an unsupervised manner. It … | 32 | 1095 | abandoned |
| MarvinTeichmann/tensorflow-fcn A single-file TensorFlow implementation of Fully Convolutional Networks (FCN) for semantic segmentation, using VGG16 weights loaded from a … | 32 | 1094 | abandoned |
| spragunr/deep_q_rl A Theano/Lasagne-based implementation of the Deep Q-Network (DQN) algorithm from DeepMind's Atari reinforcement learning papers. It trains … | 32 | 1094 | abandoned |
| dmlc/minpy MinPy is a Python library providing a pure NumPy interface backed by MXNet, automatically dispatching operators to GPU when available and f… | 10 | 1094 | abandoned |
| neuronika/neuronika Neuronika is a machine learning framework written in pure Rust providing tensors and dynamic neural networks with reverse-mode automatic di… | 32 | 1086 | 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 |
| isl-org/MultiObjectiveOptimization Source code for the NeurIPS 2018 paper 'Multi-Task Learning as Multi-Objective Optimization', implementing the MGDA_UB algorithm for multi-… | 10 | 1070 | abandoned |
| openai/InfoGAN Official research code from OpenAI for reproducing results of the InfoGAN paper, an information-theoretic extension to GANs that learns dis… | 10 | 1069 | abandoned |
| NVIDIA/sentiment-discovery A deprecated PyTorch codebase from NVIDIA for large-scale unsupervised language model pretraining and transfer to sentiment and emotion cla… | 23 | 1065 | abandoned |
| google/jaxopt JAXopt is a Python library providing hardware-accelerated, batchable, and differentiable optimizers built on JAX, including implicit differ… | 72 | 1059 | abandoned |
| DeepLearningKit/DeepLearningKit DeepLearningKit is an open-source deep learning framework for Apple's iOS, OS X and tvOS, written in Swift and using Metal for GPU-accelera… | 32 | 1059 | abandoned |
| facebookarchive/fbcunn Facebook AI Research's CUDA-accelerated deep learning extension modules for the Torch-7 framework, including fast FFT-based convolutions, m… | 10 | 1059 | abandoned |
| tensorflow/tfjs-node tfjs-node was the Node.js native binding for TensorFlow.js, providing accelerated training and inference of ML models in JavaScript server … | 10 | 1055 | abandoned |
| shiyybua/NER A Chinese named entity recognition (NER) system built with TensorFlow, using a bidirectional RNN combined with a CRF layer for sequence lab… | 32 | 1054 | abandoned |
| basveeling/wavenet A Keras implementation of DeepMind's WaveNet, a generative neural network model for raw audio synthesis. It supports training on datasets l… | 32 | 1052 | abandoned |
| facebookresearch/VMZ VMZ is a model zoo from Facebook AI's Computer Vision team providing Caffe2 and PyTorch implementations of video classification models such… | 10 | 1052 | abandoned |
| carpedm20/NTM-tensorflow A TensorFlow implementation of the Neural Turing Machine (NTM) architecture with an LSTM controller and support for multiple read/write hea… | 32 | 1047 | abandoned |
| PRBonn/lidar-bonnetal A deep learning framework for training and deploying semantic segmentation of LiDAR point clouds using range-image representations, develop… | 10 | 1037 | abandoned |
| andrewgordonwilson/bayesgan TensorFlow implementation of the Bayesian GAN from the NIPS 2017 paper by Saatchi and Wilson, which places conditional posteriors over gene… | 32 | 1013 | abandoned |
| graykode/gpt-2-Pytorch A compact PyTorch reimplementation of OpenAI's GPT-2 for text generation, loading Hugging Face's converted pre-trained weights. It provides… | 32 | 1013 | abandoned |
| coreylynch/async-rl A TensorFlow + Keras implementation of asynchronous 1-step Q-learning from the DeepMind 'Asynchronous Methods for Deep Reinforcement Learni… | 32 | 1003 | abandoned |
| ComfyUI ComfyUI is a modular, node-graph based GUI, API, and backend for running diffusion models and other generative AI models to create images, … | 94 | 130155 | stable |
| karpathy/autoresearch A framework by Andrej Karpathy where AI agents autonomously run LLM research experiments on a single-GPU nanochat training setup. The agent… | 48 | 94753 | active |
| roboflow/supervision Supervision is a Python library of reusable computer vision tools that bridges the gap between detection/segmentation/classification models… | 95 | 49745 | active |
| gradio-app/gradio Gradio is an open-source Python library for quickly building web-based demos and UIs for machine learning models, APIs, or arbitrary Python… | 95 | 43425 | stable |
| haotian-liu/LLaVA LLaVA (Large Language and Vision Assistant) is an open-source multimodal large language model framework implementing visual instruction tun… | 20 | 25000 | active |
| serengil/deepface DeepFace is a lightweight Python library for face recognition and facial attribute analysis, wrapping state-of-the-art models like VGG-Face… | 89 | 23340 | stable |
| triton-lang/triton Triton is an open-source language and compiler for writing highly efficient custom deep-learning GPU kernels with Python-level productivity… | 92 | 20017 | active |
| KlingAIResearch/LivePortrait LivePortrait is a Python-based portrait animation tool from Kuaishou Technology that synthesizes lifelike videos from a single source image… | 62 | 18969 | active |
| apple/ml-stable-diffusion Apple's official tooling for running Stable Diffusion on Apple Silicon using Core ML. It includes a Python package for converting PyTorch m… | 36 | 17968 | active |
| NVlabs/instant-ngp NVIDIA's implementation of instant neural graphics primitives, training NeRFs, signed distance functions, neural images, and neural volumes… | 52 | 17535 | stable |
| cvat-ai/cvat CVAT (Computer Vision Annotation Tool) is an open-source, self-hosted platform for annotating images, videos, and 3D point clouds to build … | 95 | 16600 | active |
| HumanAIGC/AnimateAnyone Animate Anyone is the official research implementation of a diffusion-based image-to-video synthesis method that animates a static characte… | 46 | 14791 | active |
| carla-simulator/carla CARLA is an open-source simulator for autonomous driving research built on Unreal Engine, providing open digital assets like urban layouts,… | 70 | 14328 | active |
| ace-step/ACE-Step-1.5 ACE-Step 1.5 is an open-source music generation foundation model combining a language model planner with a Diffusion Transformer to create … | 79 | 12421 | active |
| cupy/cupy CuPy is a NumPy/SciPy-compatible array library for GPU-accelerated computing with Python, running on NVIDIA CUDA or AMD ROCm. It acts as a … | 95 | 12278 | stable |
| Orchestra-Research/AI-Research-SKILLs An open-source library of ~98 packaged 'skills' (knowledge modules) that turn AI coding agents like Claude Code, Codex, or Gemini into auto… | 74 | 12073 | active |
| instantX-research/InstantID InstantID is a tuning-free, zero-shot identity-preserving image generation method built on diffusion models, generating customized images i… | 26 | 11987 | active |
| nerfstudio-project/nerfstudio Nerfstudio is a Python library and CLI toolkit providing a simple, modular API for creating, training, and testing Neural Radiance Fields (… | 38 | 11934 | active |
| voxel51/fiftyone FiftyOne is an open-source Python library and GUI app for building high-quality computer vision datasets and models. It enables visualizing… | 99 | 11042 | active |
| zyddnys/manga-image-translator A Python tool that automatically detects, OCRs, translates, inpaints, and re-typesets text in images, primarily for manga and comics. It ru… | 65 | 10345 | active |
| OpenGVLab/InternVL InternVL is a family of open-source multimodal large language models (vision-language models) that combine vision transformers with LLMs to… | 37 | 10146 | active |
| unit8co/darts Darts is a Python library for user-friendly time series forecasting and anomaly detection. It provides a unified scikit-learn-like fit/pred… | 92 | 9505 | active |
| CASIA-LMC-Lab/FastSAM FastSAM is a CNN-based Segment Anything Model trained on only 2% of the SA-1B dataset, achieving comparable segmentation performance to SAM… | 19 | 8401 | active |
| Ucas-HaoranWei/GOT-OCR2.0 Official implementation of GOT-OCR2.0, a unified end-to-end vision-language model for general OCR that converts images of text, documents, … | 25 | 8216 | active |
| NVIDIA/Isaac-GR00T NVIDIA Isaac GR00T N1.7 is an open vision-language-action (VLA) foundation model for generalized humanoid robot skills, taking language and… | 76 | 7926 | stable |
| zai-org/GLM-OCR GLM-OCR is an open-source 0.9B-parameter multimodal OCR model built on the GLM-V encoder-decoder architecture for complex document understa… | 65 | 7366 | active |
| tile-ai/tilelang TileLang is a Pythonic domain-specific language and compiler (built on TVM) for writing high-performance GPU/CPU/accelerator kernels such a… | 88 | 7288 | active |
| PeterL1n/BackgroundMattingV2 Official PyTorch implementation of the CVPR 2021 paper 'Real-Time High-Resolution Background Matting'. It produces state-of-the-art alpha m… | 23 | 7189 | stable |
| zai-org/GLM-4 Official repository for the GLM-4 series of open-weight, multilingual (primarily Chinese/English) multimodal chat language models from Z.ai… | 67 | 7070 | active |
| VAST-AI-Research/TripoSR TripoSR is an open-source model for fast feedforward 3D object reconstruction from a single image, developed by Tripo AI and Stability AI. … | 64 | 6888 | active |
| leejet/stable-diffusion.cpp A pure C/C++ inference engine for diffusion models (Stable Diffusion, FLUX, Wan, Qwen Image, Z-Image, and more) built on ggml in the style … | 91 | 6846 | active |
| OLMo olmOCR is an open toolkit from Ai2 that converts PDFs and image-based documents into clean, reading-order Markdown using a fine-tuned 7B vi… | 52 | 6648 | active |
| Yuliang-Liu/MonkeyOCR MonkeyOCR is a lightweight large multimodal model (LMM) for document parsing that uses a Structure-Recognition-Relation triplet paradigm to… | 60 | 6635 | active |
| linkedin/Liger-Kernel Liger Kernel is a collection of Triton kernels designed to make LLM training faster and more memory-efficient, offering drop-in replacement… | 90 | 6588 | active |
| Trusted-AI/adversarial-robustness-toolbox Adversarial Robustness Toolbox (ART) is a Python library for machine learning security covering evasion, poisoning, extraction, and inferen… | 55 | 6204 | stable |
| ByteDance-Seed/Bagel BAGEL is an open-source unified multimodal foundation model with 7B active parameters (14B total) trained on interleaved multimodal data. I… | 55 | 6159 | active |
| Doubiiu/ToonCrafter ToonCrafter is a generative model that interpolates two cartoon images into a short animation by leveraging pre-trained image-to-video diff… | 29 | 6003 | stable |
| PaddlePaddle/PaddleClas PaddleClas is a Python library and toolkit for image classification, recognition, and retrieval built on the PaddlePaddle deep learning fra… | 66 | 5838 | active |
| aidlearning/AidLearning-FrameWork AidLux (originally AidLearning) is an AIoT development platform that runs a native Ubuntu Linux environment with GUI, deep learning tooling… | 70 | 5797 | active |
| areal-project/AReaL AReaL is a large-scale asynchronous reinforcement learning system that bridges foundation model training with agent-based applications, sup… | 87 | 5696 | active |
| Vision-CAIR/MiniGPT-4 Official code for MiniGPT-4 and MiniGPT-v2, vision-language models that align a frozen visual encoder with a frozen LLM (Vicuna) via a sing… | 30 | 25627 | maintenance |
| zenml-io/zenml ZenML is an open-source MLOps framework for building, deploying, and managing production ML pipelines, LLM workflows, and AI agents on any … | 98 | 5564 | active |
| xxlong0/Wonder3D Wonder3D is a cross-domain diffusion model that reconstructs high-fidelity textured 3D meshes from a single image in 2-3 minutes. It genera… | 32 | 5425 | active |
| deepseek-ai/DeepSeek-VL2 DeepSeek-VL2 is a series of Mixture-of-Experts vision-language models (Tiny, Small, and 4.5B activated parameters) with inference code and … | 25 | 5374 | active |
| microsoft/SynapseML SynapseML (formerly MMLSpark) is an open-source machine learning library built on Apache Spark that provides simple, composable, distribute… | 88 | 5240 | active |
| yisol/IDM-VTON Official implementation of IDM-VTON, an ECCV 2024 paper that improves diffusion models for high-fidelity virtual try-on, swapping garments … | 30 | 5156 | active |
| hiyouga/EasyR1 EasyR1 is an efficient, scalable reinforcement learning training framework for large language models and vision-language models, built as a… | 65 | 5129 | active |
| UX-Decoder/Segment-Everything-Everywhere-All-At-Once SEEM is the official PyTorch implementation of the NeurIPS 2023 paper 'Segment Everything Everywhere All at Once', a model for universal im… | 20 | 4794 | stable |
| TencentARC/InstantMesh InstantMesh is a feed-forward framework for generating 3D meshes from a single image using sparse-view large reconstruction models (LRM/Ins… | 25 | 4509 | active |
| openxla/xla XLA (Accelerated Linear Algebra) is an open-source machine learning compiler that optimizes models from frameworks like PyTorch, TensorFlow… | 77 | 4499 | active |
| dreamgaussian/dreamgaussian DreamGaussian is the official PyTorch implementation of an ICLR 2024 Oral paper for efficient 3D content creation using generative Gaussian… | 18 | 4352 | active |
| SysCV/sam-hq HQ-SAM (Segment Anything in High Quality) upgrades Meta's Segment Anything Model with a learnable High-Quality Output Token for accurate ze… | 48 | 4255 | active |
| VectorSpaceLab/OmniGen2 OmniGen2 is an open-source unified multimodal generation model supporting text-to-image generation, instruction-guided image editing, and i… | 52 | 4112 | active |
| ZhengPeng7/BiRefNet BiRefNet is a PyTorch implementation of the CAAI AIR 2024 paper 'Bilateral Reference for High-Resolution Dichotomous Image Segmentation'. I… | 65 | 4098 | active |
| StarsfieldAI/R1-V R1-V is an open-source research codebase for training vision-language models with reinforcement learning (RLVR/GRPO), demonstrating strong … | 21 | 4063 | active |
| NVlabs/VILA VILA is a family of open-source vision language models (VLMs) optimized for efficient video and multi-image understanding, spanning edge, d… | 57 | 3857 | active |
| IDEA-Research/Grounded-SAM-2 Grounded SAM 2 is a foundation-model pipeline that combines open-set detectors (Grounding DINO, Grounding DINO 1.5/1.6, Florence-2, DINO-X)… | 37 | 3708 | active |
| AiuniAI/Unique3D Unique3D is the official implementation of a NeurIPS 2024 paper that generates high-quality textured 3D meshes from a single image in about… | 38 | 3579 | active |
| MooreThreads/Moore-AnimateAnyone An open-source reproduction of AnimateAnyone that animates a character from a single reference image using pose sequences from a driving vi… | 26 | 3514 | active |
| Anttwo/SuGaR SuGaR is the official PyTorch implementation of a CVPR 2024 method that extracts accurate, editable meshes from 3D Gaussian Splatting recon… | 27 | 3495 | active |
| borisdayma/dalle-mini DALL·E Mini is a Python library and model that generates images from a text prompt, available via pip and hosted on Hugging Face Model Hub.… | 23 | 14740 | maintenance |
| helblazer811/ManimML ManimML is a Python library built on the Manim Community Library for creating animations and visualizations of machine learning concepts li… | 23 | 3492 | active |
| Kedreamix/Linly-Talker Linly-Talker is a Python-based digital avatar conversational system that combines LLMs (Linly, Qwen, Gemini), speech recognition (Whisper, … | 48 | 3436 | active |
| IQA-PyTorch A pure Python/PyTorch toolbox for image quality assessment (IQA) providing GPU-accelerated reimplementations of many full-reference and no-… | 82 | 3380 | active |
| deepseek-ai/DeepSeek-OCR-2 DeepSeek-OCR 2 is an open-source vision-language model and inference toolkit implementing 'Visual Causal Flow' for optical character recogn… | 44 | 3379 | active |
| RKNN-Toolkit2 RKNN-Toolkit2 is Rockchip's SDK for converting trained neural network models into RKNN format and deploying them on Rockchip NPU chips like… | 36 | 3313 | active |
| hbb1/2d-gaussian-splatting Official implementation of 2D Gaussian Splatting (2DGS), a SIGGRAPH 2024 method that represents scenes as 2D oriented Gaussian disks for ge… | 69 | 3279 | stable |
| deepdoctection/deepdoctection deepdoctection is a Python library for Document AI that orchestrates document layout analysis, table recognition, OCR, and document/token c… | 98 | 3248 | active |
| Doubiiu/DynamiCrafter DynamiCrafter is an open-source research model that animates open-domain still images into short videos using pre-trained video diffusion p… | 27 | 3007 | active |
| sherlockchou86/VideoPipe VideoPipe is a C++ framework for video analysis and structuring that works like a pipeline of independent, composable nodes. It integrates … | 54 | 2931 | active |
| UX-Decoder/Semantic-SAM Official PyTorch implementation of Semantic-SAM, a universal image segmentation model that segments and recognizes anything at any desired … | 33 | 2854 | active |
| physical-superintelligence-lab/Psi0 Psi-Zero (Ψ₀) is an open vision-language-action (VLA) foundation model for dexterous humanoid loco-manipulation, combining a Qwen3-VL backb… | 59 | 2802 | active |
| autodistill/autodistill Autodistill is a Python library that uses large foundation vision models (like Grounding DINO, Grounded SAM, and CLIP) to automatically lab… | 29 | 2763 | active |