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Search results for tensorflow onnx

109 search results found

Netron ⭐ 25,891

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

Onnxruntime ⭐ 11,668

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

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Mmdnn ⭐ 5,776

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.

Tengine ⭐ 4,452

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

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

Deep Learning Model Convertor ⭐ 3,197

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

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.

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

Tract ⭐ 1,958

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

Sparseml ⭐ 1,910

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

Animeganv3 ⭐ 1,447

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

Ngraph ⭐ 1,310

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

Onnx Tensorflow ⭐ 1,191

Tensorflow Backend for ONNX

Inference ⭐ 1,003

Reference implementations of MLPerf™ inference benchmarks

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

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.

Neural Network Compression Framework for enhanced OpenVINO™ inference

Graphpipe ⭐ 704

Machine Learning Model Deployment Made Simple

X2paddle ⭐ 664

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

Forward ⭐ 491

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

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.

Php Opencv Examples ⭐ 421

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

Keras Onnx ⭐ 319

Convert tf.keras/Keras models to ONNX

Sparsify ⭐ 310

ML model optimization product to accelerate inference.

Mnn Applications ⭐ 285

MNN applications by MNN, JNI exec, RK3399. Support tflite\tensorflow\caffe\onnx models.

Php Opencv ⭐ 278

php wrapper for opencv

Machinelearning Samples.zh Cn ⭐ 268

ML.NET 示例中文版，英文原版请访问：https://github.com/dotnet/machinelea

Openvino2tensorflow ⭐ 262

This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the

Volksdep ⭐ 214

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

Rust Mlops Template ⭐ 196

A work in progress to build out solutions in Rust for MLOPs

Onnx2keras ⭐ 187

Convert ONNX model graph to Keras model format.

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"

Tflite2tensorflow ⭐ 186

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

Tensorrt Inference Server Tutorial ⭐ 148

服务侧深度学习部署案例

Cnn Inference Engine Quick View ⭐ 142

A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.

ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK

Tflite2onnx ⭐ 132

Convert TensorFlow Lite models (*.tflite) to ONNX.

Ai Deployment ⭐ 116

关注AI模型上线、模型部署

Orkhon: ML Inference Framework and Server Runtime

Gst Inference ⭐ 86

A GStreamer Deep Learning Inference Framework

Pytorch Onnx Tensorflow Pb ⭐ 82

Converting A PyTorch Model to Tensorflow pb using ONNX

Keras Oneclassanomalydetection ⭐ 79

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

Ml Deployment K8s Fastapi ⭐ 77

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

Tengine Convert Tools ⭐ 72

Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.

Prnet Infer ⭐ 69

C++11 port of YadiraF's PRNet(inference only)

Onnx_tflite_yolov3 ⭐ 65

A Conversion tool to convert YOLO v3 Darknet weights to TF Lite model (YOLO v3 PyTorch > ONNX > TensorFlow > TF Lite), and to TensorRT (YOLO v3 Pytorch > ONNX > TensorRT).

Nn Inference Template ⭐ 63

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

Lpips Tensorflow ⭐ 58

Tensorflow port for the Learned Perceptual Image Patch Similarity (LPIPS) metric.

Run ONNX and TensorFlow inference in the browser.

Computer Vision And Neural Network with Xamarin

Headposeestimation Whenet Yolov4 Onnx Openvino ⭐ 51

WHENet - ONNX, OpenVINO, TFLite, TensorRT, EdgeTPU, CoreML, TFJS, YOLOv4/YOLOv4-tiny-3L

Openpose Pytorch ⭐ 49

PyTorch implementation of the OpenPose

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... 🐋🔥

Redisai Examples ⭐ 42

RedisAI showcase

Yolo v4 in pytorch, tensorflow and onnx

GPU tensor framework with support for running ONNX models

Torch2tflite ⭐ 37

PyTorch to TensorFlow Lite converter

Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662

Onnx_convertor ⭐ 36

ONNX converter and optimizer scirpts for Kneron hardware.

Efficientnet Lite Keras ⭐ 32

Keras reimplementation of EfficientNet Lite.

Movenet Python Example ⭐ 30

MoveNetを用いたPythonでの姿勢推定のデモ

Infery Examples ⭐ 28

A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).

Emnist_dl2prod ⭐ 28

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

Automl Video Ondevice ⭐ 26

Onnx To Keras ⭐ 25

Convert onnx models exported from pytorch to tensorflow keras models with focus on performace and highleve compatibility.

Resnet Rs Keras ⭐ 25

ResNet-RS models rewritten in Tensorflow / Keras functional API.

Pytorch2tf ⭐ 24

Repo to demonstrate conversion from PyTorch to TensorFlow

Customvisioncompanion ⭐ 22

A Xamarin.Forms app for UWP, Android & iOS showcasing how to use Custom Vision Service with either online and offline models.

Mlnet Workshop ⭐ 21

ML.NET Workshop to predict car sales prices

MLup is framework for easy and fast run ML in production

Mlflow Redisai ⭐ 18

RedisAI integration for MLFlow

Sardonyx ⭐ 18

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

The Java library to run Deep Learning models

Multiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.

Tfcheckpoint2pytorch ⭐ 17

Converts TensorFlow checkpoints (with index, meta and data files) to PyTorch, HDF5 and JSON

Deploy Hf Tf Vision Models ⭐ 17

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

Dlib To Tf Keras Converter ⭐ 16

A set of scripts to convert dlib's face recognition network to tensorflow, keras, onnx etc

Person Detection Using Raspberrypi Cpu ⭐ 16

Raspberry Pi 4のCPU動作を想定した人検出モデルとデモスクリプト

Onnxruntime_flutter ⭐ 16

Flutter plugin for OnnxRuntime provides an easy, flexible, and fast Dart API to integrate Onnx models in flutter apps across mobile and desktop platforms.

Hand Gesture Recognition Using Onnx ⭐ 14

This is a hand gesture recognition program that replaces the entire MediaPipe process with ONNX. Simultaneous detection of multiple palms and a simple tracker are additionally implemented. In addition, a simple MLP can learn and recognize gestures.

Serving Runtime ⭐ 14

Exposes a serialized machine learning model through a HTTP API.

Yolov3 Tensorrt Py ⭐ 13

Yolov3 on tensorflow2.0 and tensorrt7.0

Onnx Xla ⭐ 11

XLA integration of Open Neural Network Exchange (ONNX)

Tfclassify Unity Barracuda ⭐ 11

An example of using Tensorflow and ONNX models with Unity Barracuda inference engine for image classification and object detection.

Yet Another Efficientdet Pytorch Convert Onnx Tvm ⭐ 11

convert a pytorch model to a model for edge device

Efficientnet V2 Keras ⭐ 10

Efficientnet V2 adapted to Keras functional API.

Machine learning utilities for model conversion, serialization, loading etc

Deeplearning Model Convertor ⭐ 8

Non-universal deeplearning model convertor

ONNX Model Exporter for TensorLayerX

Tensorflow Python3 Jupyter ⭐ 8

tensorflow-python3-jupyter

MxNet to TensorFlow converter

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