Open-source deep-learning software
2663 open-source libraries, tools and applications tagged deep-learning, ranked by how closely deep-learning is their primary purpose, then by adoption and maintenance health. Each entry links to a page with sources, use cases and when to choose or avoid it.
2663 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| Up-Down Image Captioning System A bottom-up attention model based on Faster R-CNN with ResNet-101 trained on Visual Genome, producing features for salient image regions. T… | 32 | 1469 | maintenance |
| microsoft/SpeechT5 Microsoft's unified-modal speech-text pre-training framework implementing SpeechT5 and related models (SpeechLM, SpeechUT, VALL-E X, WavLLM… | 32 | 1452 | maintenance |
| ConnorJL/GPT2 A community Python/TensorFlow implementation of GPT-2 model training and text generation that supports both GPUs and TPUs. It includes scri… | 32 | 1414 | maintenance |
| amazon-science/patchcore-inspection Official implementation of PatchCore, a deep-learning method for industrial image anomaly detection and localization from Roth et al. (2021… | 32 | 1407 | maintenance |
| innnky/emotional-vits Emotional VITS is a voice synthesis (TTS) model based on VITS that enables emotion-controllable speech generation without requiring manual … | 32 | 1390 | maintenance |
| myhub/tr An offline Chinese text detection and recognition OCR SDK with C++ core code and Python bindings, supporting models like CRNN, CTPN, and Pi… | 47 | 1382 | maintenance |
| zhubenfu/License-Plate-Detect-Recognition-via-Deep-Neural-Networks-accuracy-up-to-99.9 A C++ application that detects and recognizes Chinese license plates in real time using deep neural networks, claiming up to 99.8% accuracy… | 32 | 1382 | maintenance |
| tensorboy/pytorch_Realtime_Multi-Person_Pose_Estimation A PyTorch implementation of the CVPR'17 Realtime Multi-Person 2D Pose Estimation (OpenPose/rtpose) model. It provides pretrained weights, d… | 32 | 1370 | maintenance |
| dlunion/DBFace DBFace is a real-time, single-stage face detection model implemented in Python, offering small model sizes with high accuracy on the WiderF… | 32 | 1355 | maintenance |
| microsoft/X-Decoder Official PyTorch implementation of X-Decoder, a generalized decoding model from CVPR 2023 that unifies pixel-level segmentation, image-leve… | 23 | 1344 | maintenance |
| kuaikuaikim/dface DFace is an open-source Python library implementing face detection and recognition with PyTorch, based on the MTCNN cascaded convolutional … | 23 | 1340 | 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 | 1339 | maintenance |
| TensorFlow Object Counting API An open-source framework built on TensorFlow and Keras that simplifies developing object counting systems. It supports cumulative counting,… | 23 | 1331 | maintenance |
| Renovamen/Speech-Emotion-Recognition A Python library implementing speech emotion recognition with Keras/TensorFlow 2 using LSTM, CNN, SVM, and MLP models. It extracts audio fe… | 32 | 1314 | maintenance |
| bert_seq2seq A lightweight PyTorch framework for fine-tuning pretrained language models (BERT, RoBERTa, Nezha, GPT2, T5, BART) on Chinese NLP tasks usin… | 32 | 1307 | maintenance |
| chengzeyi/stable-fast Stable Fast is an ultra lightweight performance optimization framework for HuggingFace Diffusers pipelines on NVIDIA GPUs. It achieves SOTA… | 21 | 1305 | maintenance |
| kakaobrain/pororo PORORO is a Python library from Kakao Brain that provides unified access to dozens of pretrained neural models for natural language process… | 10 | 1304 | maintenance |
| Chatbot_CN Chatbot_CN is a Chinese multi-turn, task-oriented chatbot platform targeting the finance and legal domains (with chitchat support), combini… | 32 | 1291 | maintenance |
| zeusees/License-Plate-Detector A YOLOv5-based license plate detection model trained on the CCPD dataset and proprietary data, supporting many Chinese plate types. It prov… | 32 | 1289 | maintenance |
| MasterBin-IIAU/UNINEXT UNINEXT is the official PyTorch implementation of the CVPR 2023 paper 'Universal Instance Perception as Object Discovery and Retrieval'. It… | 31 | 1279 | maintenance |
| otaha178/Emotion-recognition A Python application that performs real-time facial emotion recognition from a webcam feed using a convolutional neural network. It display… | 32 | 1239 | maintenance |
| huoyijie/AdvancedEAST AdvancedEAST is a deep learning algorithm for detecting text in scene images, built on the EAST architecture with improvements for more acc… | 32 | 1229 | maintenance |
| GeekAlexis/FastMOT FastMOT is a high-performance multiple object tracking system combining YOLO/SSD detection, Deep SORT with OSNet ReID, and KLT optical flow… | 23 | 1219 | maintenance |
| UMass-Embodied-AGI/3D-LLM 3D-LLM is the research code for a large language model that takes 3D representations (objects and scenes) as input, built on BLIP-2/LAVIS. … | 29 | 1217 | maintenance |
| YuliangXiu/ECON ECON is a research tool that reconstructs high-fidelity 3D clothed human avatars from a single color image by combining implicit and explic… | 32 | 1212 | maintenance |
| whai362/PSENet Official PyTorch implementation of PSENet, a progressive scale expansion network for robust scene text detection. It includes training, tes… | 23 | 1185 | maintenance |
| WebSpiderUtils/verification_code A research repository documenting approaches and code for solving mainstream CAPTCHA systems such as Geetest, NetEase Yidun, and Aliyun CAP… | 32 | 1168 | maintenance |
| ChenyangQiQi/FateZero FateZero is a zero-shot text-based video editing framework built on pretrained Stable Diffusion models, introduced in an ICCV 2023 Oral pap… | 21 | 1163 | maintenance |
| andrewkirillov/AForge.NET AForge.NET is an open-source C# framework for computer vision and artificial intelligence, comprising libraries such as AForge.Imaging, AFo… | 32 | 1152 | maintenance |
| PengyiZhang/SlimYOLOv3 SlimYOLOv3 is a research implementation of channel-pruned YOLOv3 object detectors optimized for real-time inference on UAVs and embedded de… | 32 | 1151 | maintenance |
| CASIA-LMC-Lab/AnomalyGPT AnomalyGPT is the first Large Vision-Language Model based method for industrial anomaly detection, identifying the presence and location of… | 29 | 1140 | maintenance |
| ckkelvinchan/RealBasicVSR Official PyTorch implementation of RealBasicVSR, a real-world video super-resolution model from CVPR 2022, built on MMEditing. It provides … | 32 | 1115 | maintenance |
| biubug6/Face-Detector-1MB-with-landmark A PyTorch-based ultra-lightweight face detection library (~1MB models) with 5-point facial landmark detection, offering slim, RFB, and Reti… | 32 | 1107 | maintenance |
| vietnh1009/QuickDraw A Python implementation of Google's Quick, Draw! game that recognizes hand-drawn sketches using a CNN trained on the Quick Draw dataset. It… | 32 | 1104 | 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… | 31 | 1093 | maintenance |
| emedvedev/attention-ocr A TensorFlow-based OCR model using a CNN plus seq2seq architecture with visual attention for text recognition in images. It ships as a Pyth… | 23 | 1086 | 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… | 30 | 1073 | 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 | 1070 | maintenance |
| JiehangXie/PaddleBoBo PaddleBoBo is a Python project built on PaddlePaddle (with PaddleSpeech and PaddleGAN) that quickly generates a virtual streamer (VTuber) f… | 32 | 1057 | maintenance |
| Edresson/YourTTS YourTTS is a zero-shot multi-speaker text-to-speech and voice conversion model built on VITS, implemented in the Coqui TTS framework. It su… | 23 | 1050 | maintenance |
| caoscott/SReC SReC is the official PyTorch implementation of the paper 'Lossless Image Compression through Super-Resolution', which frames lossless image… | 32 | 1047 | 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 | 1038 | maintenance |
| Kismuz/btgym BTGym is a Python library that wraps the Backtrader algorithmic trading engine in an OpenAI Gym environment API, enabling event-driven back… | 32 | 1037 | maintenance |
| EdgeCrafter DEIMv2 is a real-time object detection framework that extends the DEIM DETR family with DINOv3-pretrained and distilled backbones plus a Sp… | 59 | 364 | active |
| zju3dv/OnePose OnePose is the official PyTorch implementation of the CVPR 2022 paper 'One-Shot Object Pose Estimation without CAD Models'. It estimates th… | 32 | 1011 | maintenance |
| johannakarras/DreamPose Official PyTorch implementation of DreamPose, a Stable Diffusion-based model that synthesizes animated fashion videos from a single image a… | 31 | 1004 | maintenance |
| magic-research/magic-edit MagicEdit is a research implementation of a diffusion-based video editing model from ByteDance that disentangles appearance and motion for … | 10 | 1791 | experimental |
| lichao-sun/Mora Mora is an open-source multi-agent framework for generalist video generation, using multiple collaborative visual AI agents to replicate ca… | 26 | 1591 | experimental |
| camenduru stable-diffusion-webui A collection of Google Colab notebooks that run the AUTOMATIC1111-style Stable Diffusion WebUI in the cloud, with lite/stable/nightly varia… | 45 | 15916 | abandoned |
| voicepaw/so-vits-svc-fork A fork of so-vits-svc providing singing voice conversion with realtime support and an improved interface, built on PyTorch and PyTorch Ligh… | 81 | 9333 | abandoned |
| EleutherAI/gpt-neo GPT-Neo is EleutherAI's implementation of model- and data-parallel GPT-3-style transformer language models built on mesh-tensorflow, with r… | 10 | 8255 | abandoned |
| Hironsan/BossSensor A desktop application that uses a webcam and a trained CNN classifier to detect when a specific person (your boss) approaches, automaticall… | 32 | 6290 | abandoned |
| Lightning-AI/lit-llama Lit-LLaMA is an independent, Apache 2.0-licensed implementation of the LLaMA language model built on nanoGPT, covering pre-training, fine-t… | 40 | 6080 | abandoned |
| paz A Python project providing real-time face detection with emotion and gender classification using a Keras CNN trained on fer2013 and IMDB da… | 32 | 5735 | abandoned |
| Cube Studio Cube Studio is an open-source, cloud-native, one-stop machine learning platform covering the full MLOps lifecycle: online notebooks, drag-a… | 79 | 5079 | abandoned |
| innnky/so-vits-svc A singing voice conversion (SVC) framework that uses a SoftVC content encoder with VITS to transform one singer's voice into another timbre… | 10 | 3769 | 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 |
| Qidian213/deep_sort_yolov3 A real-time multi-person tracker that combines YOLOv3 object detection with the Deep SORT tracking algorithm, implemented in Python with Te… | 32 | 1675 | abandoned |
| JinpengLI/deep_ocr A Python-based deep learning OCR tool built on Caffe that recognizes Chinese characters, positioned as a better alternative to Tesseract fo… | 32 | 1511 | abandoned |
| YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices LFFD is a light and fast single-class object detection framework designed for edge devices, with pretrained models for face, head, pedestri… | 32 | 1321 | abandoned |
| gnes-ai/gnes GNES (Generic Neural Elastic Search) is a cloud-native framework for building semantic search systems over text, images, and video using de… | 10 | 1263 | abandoned |
| xiph/LPCNet LPCNet is a low-complexity C implementation of the WaveRNN-based LPCNet neural vocoder for efficient speech synthesis and compression. It a… | 32 | 1224 | abandoned |
| linkedlist771/SoraWatermarkCleaner A deep learning tool that detects and removes the Sora2 watermark from AI-generated videos using a YOLO-based detector plus a restoration m… | 10 | 1147 | abandoned |
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