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155 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

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

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.

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

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

Deep Learning Model Convertor ⭐ 3,197

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

Photo2cartoon ⭐ 2,819

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

Onnx Tensorrt ⭐ 2,630

ONNX-TensorRT: TensorRT backend for ONNX

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Coach ⭐ 2,304

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

Tensorflow Onnx ⭐ 2,133

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

X Anylabeling ⭐ 1,642

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

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.

Ngraph ⭐ 1,310

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

Onnx Tensorflow ⭐ 1,191

Tensorflow Backend for ONNX

Ppl.nn ⭐ 1,161

A primitive library for neural network

Multi Model Server ⭐ 974

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

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

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

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

Tiny Tensorrt ⭐ 739

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

Neural Network Compression Framework for enhanced OpenVINO™ inference

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.

Yolov5_magic ⭐ 486

YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for visual tasks.

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

Onnx2tf ⭐ 461

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Libonnx ⭐ 451

A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

Centerx ⭐ 430

This repo is implemented based on detectron2 and centernet

Yolo2 Pytorch ⭐ 423

PyTorch implementation of the YOLO (You Only Look Once) v2

Edgeyolo ⭐ 350

an edge-real-time anchor-free object detector with decent performance

NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Menoh: fast DNN inference library with multiple programming language support

Modelassistant ⭐ 268

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

W2v2 How To ⭐ 233

How to use our public wav2vec2 dimensional emotion model

Kelpnet ⭐ 230

Pure C# machine learning framework

Onnx Yolov8 Object Detection ⭐ 209

Python scripts performing object detection using the YOLOv8 model in ONNX.

Fastseg ⭐ 209

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

Vs Mlrt ⭐ 189

Efficient CPU/GPU/Vulkan ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE and more!)

Bisenetv2 Tensorflow ⭐ 187

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

Onnx2keras ⭐ 187

Convert ONNX model graph to Keras model format.

Onnx_runtime_cpp ⭐ 176

small c++ library to quickly deploy models using onnxruntime

Onnx Caffe2 ⭐ 164

Caffe2 implementation of Open Neural Network Exchange (ONNX)

Lenet 5 ⭐ 154

PyTorch implementation of LeNet-5 with live visualization

Gccpm Look Into Person Cvpr19.pytorch ⭐ 143

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

Lightglue Onnx ⭐ 141

ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO

Ai Serving ⭐ 141

Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints

ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK

Ml Model Ci ⭐ 135

MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

Onnx Scala ⭐ 134

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

Onnx.jl ⭐ 134

Read ONNX graphs in Julia

Onnx Yolov7 Object Detection ⭐ 130

Python scripts performing object detection using the YOLOv7 model in ONNX.

Yolov5_ros ⭐ 111

A complete ROS interface for running YOLOv5 inference

Play_with_tensorrt ⭐ 101

Sample projects for TensorRT in C++

Convmelspec ⭐ 100

Convmelspec: Convertible Melspectrograms via 1D Convolutions

ONNX DART LIBRARY

Pytorch Android ⭐ 91

[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.

Gst Inference ⭐ 86

A GStreamer Deep Learning Inference Framework

Onnx Chainer ⭐ 82

Add-on package for ONNX format support in Chainer

Mmdetection ⭐ 81

OpenVINO Training Extensions Object Detection

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

Gluon2pytorch ⭐ 72

Gluon to PyTorch deep neural network model converter

Onnxruntime Server ⭐ 69

ONNX Runtime Server: The ONNX Runtime Server is a server that provides TCP and HTTP/HTTPS REST APIs for ONNX inference.

Official Code for Paper <XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service> (arXiv1912.10344)

Video Transformers ⭐ 67

Easiest way of fine-tuning HuggingFace video classification models

Hcaptcha Model Factory ⭐ 65

🏗 hCaptcha image label binary model factory (PyTorch Training, Cluster-based Auto Label Tools, Export ONNX model, ONNX model inference)

Nn Inference Template ⭐ 63

Neural network inference template for real-time cricital audio environments - presented at ADC23

Machine Learning Resource ⭐ 60

Onnxgraphqt ⭐ 60

ONNX model visualizer

Klever Model Registry ⭐ 58

Cloud Native Machine Learning Model Registry

Livechess2fen ⭐ 57

Predict live chess games into FEN notation.

A Data-Centric Compiler for Machine Learning

Poplar Advanced Runtime for the IPU

Openpose Pytorch ⭐ 49

PyTorch implementation of the OpenPose

Fast Track ⭐ 46

Extendable object tracking pipelines complete with YOLO-NAS, YOLOv8, and YOLOv7 detection and BYTETrack tracking

Powerful Light Artificial NEuRon inference framework for CNN

This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥

Offline semantic Text-to-Image and Image-to-Image search on Android powered by quantized state-of-the-art vision-language pretrained CLIP model and ONNX Runtime inference engine

Pytorch Ner ⭐ 42

Pipeline for training NER models using PyTorch.

R Interface to Open Neural Network Exchange (ONNX)

Waffle_hub ⭐ 40

🧇Waffle Hub🧇 is Deep Learning 🛠️Open Source Framework Adapter. It provides you 😎no-code, 😏easy training and inference!

Picsarthack Binary Segmentation ⭐ 39

Segmenting people on photos using IOS devices [Pytorch; Unet]

Tensorrt Cv ⭐ 38

Using TensorRT for Inference Model Deployment.

pg_onnx: ONNX Runtime integrated with PostgreSQL. Perform ML inference with data in your database.

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