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111 search results found

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Netron ⭐ 25,891

Visualizer for neural network, deep learning and machine learning models

Onnx ⭐ 16,275

Open standard for machine learning interoperability

Onnxruntime ⭐ 11,668

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

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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

Synapseml ⭐ 4,960

Simple and Distributed Machine Learning

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

Deepsparse ⭐ 2,729

Sparsity-aware deep learning inference runtime for CPUs

Onnxstream ⭐ 1,598

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

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.

Hls4ml ⭐ 1,084

Machine learning on FPGAs using HLS

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

Onnxmltools ⭐ 896

ONNXMLTools enables conversion of models to ONNX

Pytorch2keras ⭐ 848

PyTorch to Keras model convertor

Machine learning framework for both deep learning and traditional algorithms

Translate ⭐ 738

Translate - a PyTorch Language Library

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.

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.

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

Yolov5_magic ⭐ 486

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

Blindai ⭐ 470

Confidential AI deployment with secure enclaves 🔒

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.

Php Opencv Examples ⭐ 421

Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)

A Rust wrapper for ONNX Runtime

Onnx Coreml ⭐ 300

ONNX to Core ML Converter

Php Opencv ⭐ 278

php wrapper for opencv

Kelpnet ⭐ 230

Pure C# machine learning framework

Yolov5 Net ⭐ 214

YOLOv5 object detection with C#, ML.NET, ONNX

Simple Onnx Processing Tools ⭐ 214

A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change opset, change to the specified input order, addition of OP, RGB to BGR conversion, change batch size, batch rename of OP, and JSON convertion for ONNX models.

Onnxconverter Common ⭐ 203

Common utilities for ONNX converters

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!)

Mivisionx ⭐ 179

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

Pure C ONNX runtime with zero dependancies for embedded devices

Lenet 5 ⭐ 154

PyTorch implementation of LeNet-5 with live visualization

Ig65m Pytorch ⭐ 145

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

Ai Serving ⭐ 141

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

Lightglue Onnx ⭐ 141

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

ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK

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

Kinference ⭐ 123

Running ONNX models in vanilla Kotlin

Open Neural Network Exchange to C compiler.

Convmelspec ⭐ 100

Convmelspec: Convertible Melspectrograms via 1D Convolutions

Orkhon: ML Inference Framework and Server Runtime

ONNX DART LIBRARY

Gst Inference ⭐ 86

A GStreamer Deep Learning Inference Framework

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

Yolov4mlnet ⭐ 73

Use the YOLO v4 and v5 (ONNX) models for object detection in C# using ML.Net

Gluon2pytorch ⭐ 72

Gluon to PyTorch deep neural network model converter

ONNX Runtime bindings for Elixir

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

Graphpipe Go ⭐ 64

GraphPipe for go

Nn Inference Template ⭐ 63

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

ONNX runtime for Flutter.

Klever Model Registry ⭐ 58

Cloud Native Machine Learning Model Registry

Mlprodict ⭐ 55

Productionize machine learning predictions, with ONNX or without

Run ONNX and TensorFlow inference in the browser.

A Data-Centric Compiler for Machine Learning

Poplar Advanced Runtime for the IPU

Stable Diffusion Tritonserver ⭐ 49

Deploy stable diffusion model with onnx/tenorrt + tritonserver

Lobe.net ⭐ 49

.NET library for lobe.

Pythonic framework for building ONNX graphs

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... 🐋🔥

Pytorch Ner ⭐ 42

Pipeline for training NER models using PyTorch.

Picsarthack Binary Segmentation ⭐ 39

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

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

Yolo Models For Valorant ⭐ 33

Valorant Models in Yolov5 and Yolov7

ONNX neural network inference engine

Awesome Windowsml Onnx Models ⭐ 32

Here is a collection of high-quality ONNX models for Windows ML

Efficientnet Lite Keras ⭐ 32

Keras reimplementation of EfficientNet Lite.

This repository contains the source for the MDF specification and Python API

Emnist_dl2prod ⭐ 28

JuPyter Notebooks and Python Package for Deep Learning Model Exploration, Translation and Deployment

Yolov5 Onnx Pyqt Exe ⭐ 27

yolo模型使用cv2推理并使用qt5添加GUI后打包部署。pt模型转onnx模型；opencv.d

Ort Builder ⭐ 27

ONNX Runtime static library builder

Distributed Inference ⭐ 26

A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

Tonnxruntime ⭐ 25

TOnnxRuntime is a Microsoft ONNXRuntime AI and Machine Learning Library for Freepascal / Delphi

Ailia Sdk ⭐ 23

cross-platform high speed inference SDK

Mlnet Workshop ⭐ 21

ML.NET Workshop to predict car sales prices

Onnx Registry ⭐ 21

Intelligent Component Registry web service for managing and using snn, dnn, and ml models, which is stored in onnx format.

🔭 interactively explore `onnx` networks in your CLI.

Yolov7 Bone Fracture Detection ⭐ 18

YOLOv7 to detect bone fractures on X-ray images

MLup is framework for easy and fast run ML in production

Sardonyx ⭐ 18

Convert your ONNX models into Swift for TensorFlow or Metal Performance Shaders (WIP)

Dedode Onnx Tensorrt ⭐ 17

ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀

Fast Seamlessm4t Onnx ⭐ 16

ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

Mediapipe_plus ⭐ 16

The purpose of this project is to apply mediapipe to more AI chips.

Chords.py ⭐ 14

Neural networks applied in recognizing guitar chords using python, AutoML.NET with C# and .NET Core

Serving Runtime ⭐ 14

Exposes a serialized machine learning model through a HTTP API.

Multi Camera People Tracking ⭐ 14

Multi-camera people tracking is to monitoring people with multiple cameras and connecting each other

Onnx Extended ⭐ 13

New operators for the ReferenceEvaluator, new kernels for onnxruntime, CPU, CUDA

Elasticserving ⭐ 13

Elastic Serverless Serving based on Kubernetes, provides 0 instance serving capability.

Depth Anything Onnx ⭐ 13

ONNX-compatible Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Facial Recognition Database Management System ⭐ 12

Facial Recognition Database Management System (FRDMS) is a facial recognition system made for everyone.

Sketchcolorization ⭐ 12

line drawing colorization using pytorch

Owl_symbolic ⭐ 12

Connect Owl with other accelerators and numerical frameworks with symbolic maths

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