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719 search results found

Sklearn Onnx ⭐ 491

Convert scikit-learn models and pipelines to ONNX

Open Neural Network Compiler

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.

Blindai ⭐ 470

Confidential AI deployment with secure enclaves 🔒

Onnx2torch ⭐ 469

Convert ONNX models to PyTorch.

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.

Insightface Rest ⭐ 436

InsightFace REST API for easy deployment of face recognition services with TensorRT in Docker.

Tensorrtintegrate ⭐ 430

TensorRT ONNX Plugin、Inference、Compile

Centerx ⭐ 430

This repo is implemented based on detectron2 and centernet

Pfld Pytorch ⭐ 429

PFLD pytorch Implementation

Yolo2 Pytorch ⭐ 423

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

Onnx2tflite ⭐ 422

Tool for onnx->keras or onnx->tflite. If tool is useful for you, please star it.

Php Opencv Examples ⭐ 421

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

Torchprofile ⭐ 419

A general and accurate MACs / FLOPs profiler for PyTorch models

A Rust wrapper for ONNX Runtime

Image Processing Node Editor ⭐ 404

処理の検証や比較検討での用途を想定したノードエディターベースの画像処理アプリ(A node editor-based image processing application intended for use in processing verification and comparison studies)

Vedaseg ⭐ 383

A semantic segmentation toolbox based on PyTorch

Tensorrt ⭐ 370

TensorRT-7 Network Lib 包括常用目标检测、关键点检测、人脸检测、OCR等可训练自己数据

Pytorch_face_landmark ⭐ 368

Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.

Edgeyolo ⭐ 350

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

Dcnv2_latest ⭐ 349

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

Vedadet ⭐ 348

A single stage object detection toolbox based on PyTorch

Pytorch To Javascript With Onnx Js ⭐ 344

Run PyTorch models in the browser using ONNX.js

PyTorch implementations of neural network models for keyword spotting

Keras Onnx ⭐ 319

Convert tf.keras/Keras models to ONNX

Sparsify ⭐ 310

ML model optimization product to accelerate inference.

Brocolli ⭐ 303

Everything in Torch Fx

Onnx Coreml ⭐ 300

ONNX to Core ML Converter

Onnx2caffe ⭐ 294

pytorch to caffe by onnx

Ai.deploy.box ⭐ 287

A toolbox for deep learning model deployment using C++ YoloX | YoloV7 | YoloV8 | Gan | OCR | MobileVit | Scrfd | MobileSAM

Mnn Applications ⭐ 285

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

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.

Php Opencv ⭐ 278

php wrapper for opencv

Menoh: fast DNN inference library with multiple programming language support

Onnx Tool ⭐ 276

A parser, editor and profiler tool for ONNX models.

Modelassistant ⭐ 268

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

Machinelearning Samples.zh Cn ⭐ 268

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

Optimum Intel ⭐ 268

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Pytorch Tutorial 2nd ⭐ 266

《Pytorch实用教程——第二版》无论是零基础入门，还是进阶工程化部署落地，在这里都有。相信在本书 PyTorch 的使用，成为一名优秀的深度学习工程师。

Pytorch Pfn Extras ⭐ 263

Supplementary components to accelerate research and development in PyTorch

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

Onnxruntime Training Examples ⭐ 251

Examples for using ONNX Runtime for model training.

W2v2 How To ⭐ 233

How to use our public wav2vec2 dimensional emotion model

Kelpnet ⭐ 230

Pure C# machine learning framework

Backend ⭐ 225

Common source, scripts and utilities for creating Triton backends.

Unpaint ⭐ 224

A simple Windows / Xbox app for generating AI images with Stable Diffusion.

Refacer ⭐ 223

Refacer: One-Click Deepfake Multi-Face Swap Tool

Browser Ml Inference ⭐ 221

Edge Inference in Browser with Transformer NLP model

Onnxruntime Rs ⭐ 220

Rust wrapper for Microsoft's ONNX Runtime (version 1.8)

Represent trained machine learning models as Pyomo optimization formulations

Stable Diffusion Onnx Fp16 ⭐ 219

Example code and documentation on how to get Stable Diffusion running with ONNX FP16 models on DirectML. Can run accelerated on all DirectML supported cards including AMD and Intel.

Volksdep ⭐ 214

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

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.

Yolov5 Net ⭐ 214

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

Deepstream_pose_estimation ⭐ 210

This is a sample DeepStream application to demonstrate a human pose estimation pipeline.

Fastseg ⭐ 209

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

Onnx Yolov8 Object Detection ⭐ 209

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

Centernet_pro_max ⭐ 205

Experiments based on CenterNet (more backbones, TensorRT deployment and mask head)

Onnxconverter Common ⭐ 203

Common utilities for ONNX converters

Rust Mlops Template ⭐ 196

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

Llama.onnx ⭐ 196

LLaMa/RWKV onnx models, quantization and testcase

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!)

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.

Mobilenetv3 Ssd ⭐ 181

MobileNetV3-SSD for object detection and implementation in PyTorch

Mlflow Examples ⭐ 179

Basic and advanced MLflow examples for many ML flavors

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.

Lego Art Remix ⭐ 177

Powerful computer vision assisted Lego mosaic creator · Over 500,000 images created (so far!)

Onnx_runtime_cpp ⭐ 176

small c++ library to quickly deploy models using onnxruntime

Crossfirer ⭐ 169

CF 火线娱乐辅助

Centerpoint ⭐ 167

Export CenterPoint PonintPillars ONNX Model For TensorRT

Basic library that can run networks created with Torch

Pfld_68points_pytorch ⭐ 165

Implementation of PFLD For 68 Facial Landmarks By Pytorch

Onnx Caffe2 ⭐ 164

Caffe2 implementation of Open Neural Network Exchange (ONNX)

Pure C ONNX runtime with zero dependancies for embedded devices

Ax Samples ⭐ 160

Samples code for world class Artificial Intelligence SoCs for computer vision applications.

Stablediffusion ⭐ 158

Inference Stable Diffusion with C# and ONNX Runtime

GLake: optimizing GPU memory management and IO transmission.

Lenet 5 ⭐ 154

PyTorch implementation of LeNet-5 with live visualization

Tensorrt Inference Server Tutorial ⭐ 148

服务侧深度学习部署案例

Waifu2xbarracuda ⭐ 146

Waifu2x Unity Barracuda implementation

Diffusers ⭐ 145

A modular Rust library for super fast Stable Diffusion inference - 45% faster than PyTorch 🔮

Ig65m Pytorch ⭐ 145

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

Centernet Tensorrt ⭐ 143

This is a C++ implementation of CenterNet using TensorRT and CUDA

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.

Cnn Inference Engine Quick View ⭐ 142

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

Onnx Runtime Inference ⭐ 141

ONNX Runtime Inference C++ Example

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

Nix Tts ⭐ 138

🐤 Nix-TTS: Lightweight and End-to-end Text-to-Speech via Module-wise Distillation

Torch Model Compression ⭐ 137

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

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.jl ⭐ 134

Read ONNX graphs in Julia

Onnx Scala ⭐ 134

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

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