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Search results for pytorch onnx

205 search results found

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Netron ⭐ 30,210

Visualizer for neural network, deep learning and machine learning models

Ncnn ⭐ 21,468

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 ⭐ 12,662

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

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Yolox ⭐ 9,579

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.

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 ⭐ 5,810

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

Distiller ⭐ 4,390

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

Pytorch Yolov4 ⭐ 4,340

PyTorch ,ONNX and TensorRT implementation of YOLOv4

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

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.

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)

3ddfa_v2 ⭐ 2,554

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

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Micronet ⭐ 2,212

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

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

X Anylabeling ⭐ 1,642

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

Gen Efficientnet Pytorch ⭐ 1,568

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

Flexflow ⭐ 1,358

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

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

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Inference ⭐ 1,003

Reference implementations of MLPerf™ inference benchmarks

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

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

Pytorch2keras ⭐ 860

PyTorch to Keras model convertor

Translate ⭐ 738

Translate - a PyTorch Language Library

Neural Network Compression Framework for enhanced OpenVINO™ inference

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

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

X2paddle ⭐ 664

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

Tensorrt_inference ⭐ 636

Deepvac ⭐ 618

PyTorch Project Specification.

X Stable Diffusion ⭐ 523

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

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.

Onnx2torch ⭐ 469

Convert ONNX models to PyTorch.

Pfld Pytorch ⭐ 429

PFLD pytorch Implementation

Yolo2 Pytorch ⭐ 423

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

Vedaseg ⭐ 383

A semantic segmentation toolbox based on PyTorch

Pytorch To Javascript With Onnx Js ⭐ 375

Run PyTorch models in the browser using ONNX.js

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

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

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

Modelassistant ⭐ 268

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

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.

Backend ⭐ 225

Common source, scripts and utilities for creating Triton backends.

Volksdep ⭐ 214

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

Fastseg ⭐ 209

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

Rust Mlops Template ⭐ 196

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

Mobilenetv3 Ssd ⭐ 181

MobileNetV3-SSD for object detection and implementation in PyTorch

Pfld_68points_pytorch ⭐ 165

Implementation of PFLD For 68 Facial Landmarks By Pytorch

GLake: optimizing GPU memory management and IO transmission.

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

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.

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

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.

Clip Onnx ⭐ 122

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

Ai Deployment ⭐ 116

关注AI模型上线、模型部署

Pytorch_onnx_tensorrt ⭐ 112

A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX

Yolov5_ros ⭐ 111

A complete ROS interface for running YOLOv5 inference

Convmelspec ⭐ 100

Convmelspec: Convertible Melspectrograms via 1D Convolutions

From Pytorch To Coreml ⭐ 99

A simple guide that explains the steps from training a simple PyTorch image classifier to converting the generated neural network into a CoreML model ready for production

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.

Nutonomy_pointpillars ⭐ 88

Convert pointpillars Pytorch Model To ONNX for TensorRT Inference

Openpifpafwebdemo ⭐ 87

Web browser based demo of OpenPifPaf.

Pytorch Inference ⭐ 85

PyTorch 1.0 inference in C++ on Windows10 platforms

Pytorch Onnx Tensorflow Pb ⭐ 82

Converting A PyTorch Model to Tensorflow pb using ONNX

Mmdetection ⭐ 81

OpenVINO Training Extensions Object Detection

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.

Hcaptcha Model Factory ⭐ 73

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

Tengine Convert Tools ⭐ 72

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

Gluon2pytorch ⭐ 72

Gluon to PyTorch deep neural network model converter

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

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).

Efficientir ⭐ 64

人工智障本地图片检索工具 | An EfficientNet based image retrieval tool

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