GitHub stars · StarDay

1ultralytics / yolov5Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.AGPL-3.0 · Share derivative source58,251

2NVIDIA / TensorRTNVIDIA® TensorRTTM is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.C++Apache-2.0 · Permissive13,436

3Megvii-BaseDetection / YOLOXYOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/PythonApache-2.0 · Permissive10,691

4ultralytics / yolov3PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.PythonAGPL-3.0 · Share derivative source10,632

5dusty-nv / jetson-inferenceHello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.C++MIT · Permissive9,034

6RapidAI / RapidOCR📄 Awesome OCR multiple programing languages toolkits based on ONNX Runtime, OpenVINO, MNN, PaddlePaddle, TensorRT and PyTorch.PythonApache-2.0 · Permissive8,463

7mikel-brostrom / boxmotBoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxesPythonAGPL-3.0 · Share derivative source8,327

8wang-xinyu / tensorrtxImplementation of popular deep learning networks with TensorRT network definition APIC++MIT · Permissive7,838

9NVIDIA-AI-IOT / torch2trtAn easy to use PyTorch to TensorRT converterPythonMIT · Permissive4,887

10Tencent / TNNTNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.C++License not declared4,664

11TingsongYu / PyTorch-Tutorial-2nd"Pytorch Practical Tutorial" (Second Edition), whether it is a zero-based introduction, CV, NLP, LLM project application, or advanced engineering deployment, it is all here. I believe that with the help of this book, readers will be able to easily master the use of PyTorch and become an excellent deep learning engineer.Jupyter NotebookLicense not declared4,634

12OAID / TengineTengine is a lite, high performance, modular inference engine for embedded deviceC++Apache-2.0 · Permissive4,532

13Tianxiaomo / pytorch-YOLOv4PyTorch ,ONNX and TensorRT implementation of YOLOv4PythonApache-2.0 · Permissive4,516

14xlite-dev / lite.ai.toolkitA lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion.C++GPL-3.0 · Share derivative source4,447

15collabora / WhisperLiveA nearly-live implementation of OpenAI's Whisper.PythonMIT · Permissive4,349

16NVIDIA / GenerativeAIExamplesGenerative AI reference workflows optimized for accelerated infrastructure and microservice architecture.Jupyter NotebookApache-2.0 · Permissive4,223

17jolibrain / deepdetectDeep Learning Server and CLI for Torch and TensorRTC++License not declared2,551

18nndeploy / nndeployAn Easy-to-Use and High-Performance AI Deployment Framework | An Easy-to-Use and High-Performance AI Deployment FrameworkC++Apache-2.0 · Permissive1,897