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719 search results found

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Netron ⭐ 26,068

Visualizer for neural network, deep learning and machine learning models

Ncnn ⭐ 19,097

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Onnx ⭐ 16,275

Open standard for machine learning interoperability

Clip As Service ⭐ 12,160

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Onnxruntime ⭐ 11,668

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Yolox ⭐ 8,759

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

Models ⭐ 6,789

A collection of pre-trained, state-of-the-art models in the ONNX format

Efficientnet Pytorch ⭐ 6,577

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Mmdnn ⭐ 5,780

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

Synapseml ⭐ 4,967

Simple and Distributed Machine Learning

Visualdl ⭐ 4,652

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具）

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

Tengine ⭐ 4,452

Tengine is a lite, high performance, modular inference engine for embedded device

Pytorch Yolov4 ⭐ 4,340

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Distiller ⭐ 4,252

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

TNN: 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

Silero Models ⭐ 4,088

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

Damo Yolo ⭐ 3,598

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Onnx Simplifier ⭐ 3,353

Simplify your onnx model

Lite.ai.toolkit ⭐ 3,319

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOv5, YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv8. MNN, NCNN, TNN, ONNXRuntime.

Deep Learning Model Convertor ⭐ 3,197

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Yolov7_d2 ⭐ 3,130

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

Pinto_model_zoo ⭐ 3,121

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

Tutorials ⭐ 3,094

Tutorials for creating and using ONNX models

Photo2cartoon ⭐ 2,819

人像卡通化探索项目 (photo-to-cartoon translation project)

Deepsparse ⭐ 2,729

Sparsity-aware deep learning inference runtime for CPUs

Nnabla ⭐ 2,671

Neural Network Libraries

Onnx Tensorrt ⭐ 2,630

ONNX-TensorRT: TensorRT backend for ONNX

3ddfa_v2 ⭐ 2,554

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

Fastdeploy ⭐ 2,547

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Silero Vad ⭐ 2,339

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

Coach ⭐ 2,304

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Obs Backgroundremoval ⭐ 2,269

An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.

Micronet ⭐ 2,177

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/in

Tensorflow Onnx ⭐ 2,133

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

Tract ⭐ 1,958

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

Smart_construction ⭐ 1,958

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Optimum ⭐ 1,908

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

Directml ⭐ 1,807

DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.

X Anylabeling ⭐ 1,642

Effortless data labeling with AI support from Segment Anything and other awesome models.

Onnxstream ⭐ 1,598

Stable Diffusion XL 1.0 Base on a Raspberry Pi Zero 2 (or in 298MB of RAM)

Anylabeling ⭐ 1,572

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!

Gen Efficientnet Pytorch ⭐ 1,561

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

Langchain4j ⭐ 1,550

Java version of LangChain

Animeganv3 ⭐ 1,447

Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.

Flexflow ⭐ 1,358

FlexFlow Serve: Low-Latency, High-Performance LLM Serving

Advbox ⭐ 1,344

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

Wonnx ⭐ 1,313

A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web

Ngraph ⭐ 1,310

nGraph - open source C++ library, compiler and runtime for Deep Learning

Pytorch Ssd ⭐ 1,301

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Openseeface ⭐ 1,252

Robust realtime face and facial landmark tracking on CPU with Unity integration

Hcaptcha Challenger ⭐ 1,247

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Onnx Tensorflow ⭐ 1,191

Tensorflow Backend for ONNX

Ppl.nn ⭐ 1,161

A primitive library for neural network

Hls4ml ⭐ 1,104

Machine learning on FPGAs using HLS

Awesome Yolo Object Detection ⭐ 1,047

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Inference ⭐ 1,003

Reference implementations of MLPerf™ inference benchmarks

Multi Model Server ⭐ 974

Multi Model Server is a tool for serving neural net models for inference

Onnx Modifier ⭐ 965

A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

Threedposeunitybarracuda ⭐ 924

Unity sample of 3D pose estimation using Barracuda

Face Detector 1mb With Landmark ⭐ 905

1M人脸检测模型(含关键点)

Onnxmltools ⭐ 896

ONNXMLTools enables conversion of models to ONNX

Yolov8 Tensorrt ⭐ 895

YOLOv8 using TensorRT accelerate !

Nnfusion ⭐ 877

A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.

Pytorch2keras ⭐ 848

PyTorch to Keras model convertor

Bolt is a deep learning library with high performance and heterogeneous flexibility.

Machine learning framework for both deep learning and traditional algorithms

Epic Awesome Gamer ⭐ 752

🍷 Gracefully claim weekly free games and monthly content from Epic Store.

Tiny Tensorrt ⭐ 739

Deploy your model with TensorRT quickly. 快速使用TensorRT来部署模型

Translate ⭐ 738

Translate - a PyTorch Language Library

Neural Network Compression Framework for enhanced OpenVINO™ inference

Libfacedetection.train ⭐ 720

The training program for libfacedetection for face detection and 5-landmark detection.

Inference ⭐ 716

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

Pytorch Auto Drive ⭐ 713

PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.

Graphpipe ⭐ 704

Machine Learning Model Deployment Made Simple

Stable Diffusion Ncnn ⭐ 701

Stable Diffusion in NCNN with c++, supported txt2img and img2img

X2paddle ⭐ 664

Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)

Tensorrt_inference ⭐ 636

Onnx Mlir ⭐ 623

Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

Deepvac ⭐ 618

PyTorch Project Specification.

dabnn is an accelerated binary neural networks inference framework for mobile platform

Paddle2onnx ⭐ 584

ONNX Model Exporter for PaddlePaddle

Mmdetection To Tensorrt ⭐ 562

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

Axodox Machinelearning ⭐ 549

This repository contains a C++ ONNX implementation of StableDiffusion.

Onnx Go ⭐ 547

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.

Optimizer ⭐ 537

Actively maintained ONNX Optimizer

X Stable Diffusion ⭐ 523

Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.

The Tensor Algebra SuperOptimizer for Deep Learning

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

Forward ⭐ 491

A library for high performance deep learning inference on NVIDIA GPUs.

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