function: deep-learning
2653 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| openai/supervised-reptile Official research code for the Reptile meta-learning algorithm from the paper 'On First-Order Meta-Learning Algorithms'. It trains and eval… | 10 | 1044 | 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 |
| 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 |
| Stable Diffusion web UI A browser-based web interface for Stable Diffusion image generation, built with Gradio in Python. It supports txt2img, img2img, inpainting,… | 54 | 164679 | stable |
| deepseek-ai/DeepSeek-V3 Official repository for DeepSeek-V3, a 671B-parameter Mixture-of-Experts language model (37B activated per token) with open weights, infere… | 29 | 104416 | active |
| OpenCV OpenCV is the de facto open-source computer vision library, providing thousands of optimized algorithms for image and video processing, fea… | 89 | 90613 | stable |
| karpathy/nanochat nanochat is a minimal, hackable full-stack LLM training harness that covers tokenization, pretraining, finetuning, evaluation, and inferenc… | 60 | 57548 | active |
| facebookresearch/segment-anything Segment Anything Model (SAM) from Meta AI is a promptable image segmentation foundation model that produces high-quality object masks from … | 30 | 54759 | stable |
| ray-project/ray Ray is a unified open-source framework for scaling AI and Python applications, consisting of a core distributed runtime (tasks, actors, obj… | 99 | 43614 | stable |
| myshell-ai/OpenVoice OpenVoice is a Python library and audio foundation model for instant voice cloning, requiring only a short reference audio clip to replicat… | 34 | 37312 | active |
| OpenBMB/VoxCPM VoxCPM is a tokenizer-free text-to-speech system built on a diffusion autoregressive architecture that generates continuous speech represen… | 79 | 36145 | active |
| facebookresearch/detectron2 Detectron2 is Facebook AI Research's PyTorch-based library for state-of-the-art object detection, instance/panoptic segmentation, and other… | 67 | 34688 | stable |
| facefusion/facefusion FaceFusion is an open-source face manipulation platform for face swapping and lip syncing in images and videos, built in Python with GPU ac… | 94 | 29706 | active |
| Anjok07/ultimatevocalremovergui Ultimate Vocal Remover GUI is a desktop application that uses state-of-the-art deep neural network models to separate vocals from instrumen… | 28 | 25995 | active |
| SYSTRAN/faster-whisper A fast reimplementation of OpenAI's Whisper speech-to-text model built on the CTranslate2 inference engine, offering up to 4x speedup and l… | 57 | 25104 | active |
| 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 |
| huggingface/datasets Hugging Face Datasets is a Python library providing one-line access to hundreds of thousands of public datasets on the Hugging Face Hub acr… | 98 | 21870 | stable |
| datalab-to/surya Surya is a 650M parameter OCR toolkit from Datalab providing state-of-the-art text recognition, layout analysis, reading order detection, a… | 86 | 21318 | active |
| bloc97/Anime4K Anime4K is a set of open-source, high-quality real-time anime upscaling and denoising algorithms implemented as GLSL shaders, primarily for… | 23 | 21295 | 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 |
| facebookresearch/sam2 Official code for Meta's Segment Anything Model 2 (SAM 2), a foundation model for promptable visual segmentation in images and videos. It i… | 61 | 19770 | 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 |
| NVIDIA-NeMo/Speech NVIDIA NeMo Speech is an open-source Python framework for building, training, and deploying speech, audio, and multimodal language models, … | 98 | 18337 | active |
| lukas-blecher/LaTeX-OCR pix2tex (LaTeX-OCR) is a PyTorch-based vision transformer model that converts images of math formulas into LaTeX code. It ships as a pip-in… | 24 | 16547 | stable |
| SesameAILabs/csm CSM (Conversational Speech Model) is Sesame's speech generation model that produces conversational audio from text and audio context, using… | 30 | 14720 | active |
| NVIDIA/TensorRT-LLM NVIDIA's TensorRT-LLM is a Python library and runtime for defining and serving Large Language Models with state-of-the-art inference optimi… | 84 | 14483 | active |
| dlib Dlib is a modern C++ toolkit containing machine learning algorithms, deep learning tools, computer vision, linear algebra, and general-purp… | 86 | 14431 | stable |
| 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 |
| Lightning-AI/litgpt LitGPT is a Python library providing from-scratch, hackable implementations of 20+ open-source large language models with recipes for pretr… | 93 | 13629 | active |
| PaddlePaddle/PaddleNLP PaddleNLP is an easy-to-use NLP and large language model development kit built on the PaddlePaddle deep learning framework, with a large pr… | 63 | 12967 | active |
| ShiqiYu/libfacedetection An open-source C++ library for CNN-based face detection in images, with the model embedded as static C source so it has no external depende… | 63 | 12784 | stable |
| 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 |
| speechbrain/speechbrain SpeechBrain is an open-source PyTorch-based speech toolkit for building conversational AI systems. It provides training recipes, pretrained… | 83 | 11785 | active |
| kornia/kornia Kornia is a differentiable computer vision library built on PyTorch, offering GPU-accelerated image processing, augmentations, and geometri… | 86 | 11327 | active |
| OpenVINO OpenVINO is an open-source toolkit from Intel for optimizing and deploying deep learning inference across CPU, GPU, and NPU hardware. It su… | 95 | 10740 | stable |
| bigscience-workshop/petals Petals is a Python library that lets you run and fine-tune large language models (Llama 3.1, Mixtral, Falcon, BLOOM) on a BitTorrent-style … | 23 | 10521 | active |
| IDEA-Research/GroundingDINO Official PyTorch implementation of Grounding DINO, an open-set object detector that fuses a Transformer-based DINO detector with grounded v… | 21 | 10515 | stable |
| pyannote/pyannote-audio pyannote.audio is an open-source Python toolkit built on PyTorch for speaker diarization, providing neural building blocks like voice activ… | 95 | 10475 | 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 |
| open-mmlab/Amphion Amphion is an open-source Python toolkit for audio, music, and speech generation, supporting tasks like text-to-speech, voice conversion, s… | 51 | 10271 | active |
| CVHub520/X-AnyLabeling X-AnyLabeling is a cross-platform desktop application for AI-assisted annotation of text, image, video, and multimodal data. It bundles bui… | 96 | 10212 | active |
| espnet/espnet ESPnet is an end-to-end speech processing toolkit built on PyTorch covering speech recognition, text-to-speech, speech translation, enhance… | 88 | 9941 | active |
| PeterL1n/RobustVideoMatting Robust Video Matting (RVM) is a deep learning model and library for real-time human video matting, using a recurrent neural network with te… | 23 | 9500 | stable |
| k2-fsa/OmniVoice OmniVoice is a massively multilingual zero-shot text-to-speech model supporting 600+ languages, built on a diffusion language model-style a… | 79 | 9455 | active |
| PaddlePaddle/PaddleSeg PaddleSeg is an end-to-end image segmentation toolkit built on PaddlePaddle, offering a model zoo with dozens of pre-trained models for sem… | 52 | 9382 | active |
| Deep Lake Deep Lake is an open-source database for AI that stores multimodal data (images, video, audio, text, embeddings, annotations) in a format o… | 77 | 9228 | active |
| roboflow/rf-detr RF-DETR is a real-time transformer-based model architecture from Roboflow for object detection, instance segmentation, and keypoint detecti… | 87 | 9063 | active |
| jasonppy/VoiceCraft VoiceCraft is a token infilling neural codec language model for zero-shot speech editing and text-to-speech on in-the-wild data like audiob… | 63 | 8574 | active |
| netease-youdao/EmotiVoice EmotiVoice is an open-source text-to-speech engine supporting English and Chinese with over 2000 voices and prompt-controlled emotional syn… | 17 | 8523 | active |
| OptimalScale/LMFlow LMFlow is an extensible Python toolkit for finetuning and inference of large foundation models such as LLaMA, GPT-2, and Galactica. It prov… | 64 | 8484 | 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 |
| babysor/MockingBird MockingBird is a PyTorch-based AI voice cloning toolbox that can clone a voice from a 5-second sample and generate arbitrary speech in real… | 54 | 36909 | maintenance |
| RapidAI/RapidOCR RapidOCR is an open-source, multi-language OCR toolkit that performs text detection and recognition using models converted to run on ONNX R… | 97 | 7599 | active |
| 1adrianb/face-alignment A Python library built on PyTorch that detects 2D and 3D facial landmarks in images using the FAN deep learning face alignment network. It … | 70 | 7538 | active |
| hybridgroup/gocv GoCV is a Go language binding for the OpenCV 4 computer vision library, supporting Linux, macOS, Windows, and Docker. It includes support f… | 76 | 7491 | 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 |
| naver/dust3r DUSt3R is the official PyTorch implementation of a CVPR 2024 model that performs dense, unconstrained stereo and multi-view 3D reconstructi… | 45 | 7288 | active |
| InternLM/InternLM Official repository for the InternLM series of open-source large language models (InternLM, InternLM2, InternLM2.5, InternLM3), including p… | 41 | 7269 | active |
| Zyphra/Zonos Zonos-v0.1 is an open-weight text-to-speech model trained on over 200k hours of multilingual speech, with a Python library for inference. I… | 24 | 7244 | active |
| liuliu/ccv ccv is a modern, minimalist computer vision library written in C/C++ with an application-driven set of state-of-the-art algorithms includin… | 77 | 7243 | 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 |
| sczhou/ProPainter ProPainter is a PyTorch-based video inpainting model from ICCV 2023 that combines dual-domain propagation with a mask-guided sparse video T… | 22 | 6916 | stable |
| 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 |
| AILab-CVC/YOLO-World YOLO-World is a real-time open-vocabulary object detection model and Python toolkit from Tencent AI Lab and HUST, published at CVPR 2024. I… | 29 | 6529 | active |
| rtqichen/torchdiffeq torchdiffeq is a PyTorch library of differentiable ordinary differential equation (ODE) solvers, best known as the canonical implementation… | 39 | 6477 | stable |
| HVision-NKU/StoryDiffusion StoryDiffusion is the official implementation of a NeurIPS 2024 Spotlight paper introducing Consistent Self-Attention for character-consist… | 24 | 6452 | active |
| szad670401/HyperLPR HyperLPR3 is a high-performance open-source framework for recognizing Chinese license plates, built with deep learning and available as a P… | 27 | 6255 | active |
| flashinfer-ai/flashinfer FlashInfer is a GPU kernel library and kernel generator for LLM inference, providing unified APIs for attention, GEMM, and MoE operations w… | 90 | 6252 | active |
| bytedance/MegaTTS3 MegaTTS 3 is ByteDance's open-source PyTorch text-to-speech model with a lightweight 0.45B-parameter Diffusion Transformer backbone. It pro… | 59 | 6091 | 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 |
| ladaapp/lada Lada is an open-source tool with both GUI and CLI that restores pixelated/mosaic regions in videos, primarily targeting JAV (Japanese adult… | 65 | 5702 | active |
| fla-org/flash-linear-attention A PyTorch library providing hardware-efficient implementations of emerging sequence model architectures, including linear attention, sparse… | 88 | 5627 | active |
| matterport/Mask_RCNN A Python implementation of the Mask R-CNN model for object detection and instance segmentation, built on Keras and TensorFlow with a ResNet… | 23 | 25567 | maintenance |
| facebookresearch/sapiens Sapiens is a family of foundation models from Meta Reality Labs for human-centric vision tasks including 2D pose estimation, body-part segm… | 61 | 5418 | active |
| timesler/facenet-pytorch A PyTorch library providing pretrained face detection (MTCNN) and facial recognition (Inception ResNet V1) models, ported from the TensorFl… | 42 | 5162 | stable |
| PaddlePaddle/VisualDL VisualDL is a deep learning visualization toolkit for PaddlePaddle that provides charts for tracking training metrics, visualizing model st… | 24 | 4884 | stable |
| 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 |
| facebookresearch/lingua Meta Lingua is a minimal, fast LLM training and inference library built on easy-to-modify PyTorch components for research purposes. It supp… | 36 | 4766 | active |
| deepseek-ai/Engram Official implementation of Engram, a conditional memory module from DeepSeek that modernizes N-gram embeddings for O(1) lookup as a new spa… | 43 | 4614 | active |
| modelscope/ClearerVoice-Studio ClearerVoice-Studio is an open-source, AI-powered speech processing toolkit from ModelScope/Alibaba offering state-of-the-art pretrained mo… | 38 | 4445 | active |
| tloen/alpaca-lora A repository of scripts for reproducing Stanford Alpaca-style instruction tuning of LLaMA models using low-rank adaptation (LoRA) on consum… | 30 | 18906 | maintenance |
| 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 |
| cvg/Hierarchical-Localization hloc is a modular Python toolbox for state-of-the-art 6-DoF visual localization, combining image retrieval and feature matching (SuperPoint… | 48 | 4194 | 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 |
| QwenLM/Qwen2.5-Omni Qwen2.5-Omni is an end-to-end multimodal model from Alibaba's Qwen team that understands text, images, audio, and video, and generates stre… | 31 | 4074 | 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 |
| stanford-futuredata/ColBERT ColBERT is a fast and accurate neural retrieval model that encodes passages and queries into token-level embedding matrices and scores them… | 45 | 3924 | active |