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170 search results found

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

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Mmdnn ⭐ 5,780

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.

Deep Learning In Production ⭐ 4,138

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

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.

Simple Faster Rcnn Pytorch ⭐ 3,107

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Tutorials ⭐ 3,094

Tutorials for creating and using ONNX models

Flownet2 Pytorch ⭐ 2,912

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Human Pose Estimation.pytorch ⭐ 2,727

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

Detectron.pytorch ⭐ 2,695

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

Interactive Deep Colorization ⭐ 2,520

Deep learning software for colorizing black and white images with a few clicks.

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Chinese Ocr ⭐ 1,985

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景

Turkce Yapay Zeka Kaynaklari ⭐ 1,893

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

Kuiperinfer ⭐ 1,706

带你从零实现一个高性能的深度学习推理库，支持Unet、Yolov5、Resnet等模型的推理。Imp a high-performance deep learning inference library step by step

Facemaskdetection ⭐ 1,697

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

Gen Efficientnet Pytorch ⭐ 1,561

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

Dlcv_for_beginners ⭐ 1,409

《深度学习与计算机视觉》配套代码

Pwc Net ⭐ 1,394

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

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.

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

Windows Machine Learning ⭐ 945

Samples and Tools for Windows ML.

Translate ⭐ 738

Translate - a PyTorch Language Library

Test Tube ⭐ 719

Python library to easily log experiments and parallelize hyperparameter search for neural networks

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Deeplab Pytorch ⭐ 668

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

X2paddle ⭐ 664

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

Lightcnn ⭐ 641

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

Faceboxes.pytorch ⭐ 621

A PyTorch Implementation of FaceBoxes

Pytorchtocaffe ⭐ 600

Pytorch model to caffe model, supported pytorch 0.3, 0.3.1, 0.4, 0.4.1 ,1.0 , 1.0.1 , 1.2 ,1.3 .notice that only pytorch 1.1 have some bugs

Pytorch Deeplab Resnet ⭐ 598

DeepLab resnet v2 model in pytorch

Pytorch Pwc ⭐ 589

a reimplementation of PWC-Net in PyTorch that matches the official Caffe version

🎯 保姆级深度学习从入门到放弃 🤪 🤪

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Polarmask ⭐ 522

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

Shufflenet_v2_pytorch_caffe ⭐ 480

ShuffleNet-V2 for both PyTorch and Caffe.

Osvos Pytorch ⭐ 434

PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)

Pytorch Hed ⭐ 434

a reimplementation of Holistically-Nested Edge Detection in PyTorch

Yolo2 Pytorch ⭐ 423

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

Pytorch Liteflownet ⭐ 391

a reimplementation of LiteFlowNet in PyTorch that matches the official Caffe version

Netdissect ⭐ 381

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

Change Detection Review ⭐ 352

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Pytorchconverter ⭐ 344

Pytorch model to caffe & ncnn

Vgg_face2 ⭐ 344

Caffemodel2pytorch ⭐ 337

Convert Caffe models to PyTorch

Brocolli ⭐ 303

Everything in Torch Fx

Dl_inference ⭐ 303

通用深度学习推理工具，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训

Yolo Reproduce Summary ⭐ 296

YOLO reproduce summary (now based on YOLOv3)

Onnx2caffe ⭐ 294

pytorch to caffe by onnx

Snn_toolbox ⭐ 293

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Nn_tools ⭐ 278

Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.

Realtime Action Detection ⭐ 268

This repository host the code for real-time action detection paper

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

Cgnl Network.pytorch ⭐ 253

Compact Generalized Non-local Network (NIPS 2018)

Rrpn_pytorch ⭐ 237

RRPN in pytorch 1.0 ----- Arbitrary-Oriented Scene Text Detection via Rotation Proposals

Oriented Response Networks, in CVPR 2017

Bottom Up Attention.pytorch ⭐ 207

A PyTorch reimplementation of bottom-up-attention models

Vggface2 Pytorch ⭐ 205

PyTorch Face Recognizer based on 'VGGFace2: A dataset for recognising faces across pose and age'

Pytorch_realtime_multi Person_pose_estimation ⭐ 205

Pytorch version of Realtime Multi-Person Pose Estimation project

Pytorch Resnet ⭐ 199

Convert resnet trained in caffe to pytorch model. (group norm resnet is provided too)

Spn.pytorch ⭐ 195

PyTorch implementation of "Soft Proposal Networks for Weakly Supervised Object Localization", ICCV 2017.

Pytorch Resnet3d ⭐ 190

I3D Nonlocal ResNets in Pytorch

Hashnet ⭐ 159

Code release for "HashNet: Deep Learning to Hash by Continuation" (ICCV 2017)

Cnnvis Pytorch ⭐ 154

visualization of CNN in PyTorch

Caffe_to_torch_to_pytorch ⭐ 147

Cnn Inference Engine Quick View ⭐ 142

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

Pygoturn ⭐ 105

PyTorch implementation of GOTURN object tracker: Learning to Track at 100 FPS with Deep Regression Networks (ECCV 2016)

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.

Pytorch Learning Notes ⭐ 88

pytorch learning tutorials

Deep Dream In Pytorch ⭐ 86

Pytorch implementation of the DeepDream computer vision algorithm

Pytorch Inference ⭐ 85

PyTorch 1.0 inference in C++ on Windows10 platforms

Jaccardsegment ⭐ 82

Deeplab-resnet-101 in Pytorch with Jaccard loss

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.

Pytorch_imagenet ⭐ 77

PyTorch implementation of AlexNet

Jacinto Ai Devkit ⭐ 74

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Self-Supervised Learning by Cross-Modal Audio-Video Clustering (NeurIPS 2020)

Tengine Convert Tools ⭐ 72

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

Iterative Visual Reasoning.pytorch ⭐ 64

Reimplementation for Iterative Visual Reasoning Beyond Convolutions(CVPR2018)，i've reimplemented it on pytorch according to [endernewton/iter-reason](https://github.com/ender

Caffe2pytorch Tsn ⭐ 62

Transform the caffe model to pytorch model for Temporal Segment Network

Pytorch Hed ⭐ 61

An implementation of HED in pytorch

Oicr Pytorch ⭐ 60

Pytorch Implementation of Multiple Instance Detection Network with Online Instance Classifier Refinement

Lsuv Pytorch ⭐ 57

Simple implementation of the LSUV initialization in PyTorch

Densepose_installation ⭐ 57

How to install DensePose with PyTorch (including caffe2) from source code or binaries via conda

AOD-Net (Pytorch & Caffe)

Roialign Roipool Pytorch ⭐ 50

C++ extension implementation of RoIAlign & RolPool (both GPU and CPU) for PyTorch

Openpose Pytorch ⭐ 49

PyTorch implementation of the OpenPose

Code release for "Partial Transfer Learning with Selective Adversarial Networks" (CVPR 2018)

Pytorch Caffe2 Aws Lambda ⭐ 46

Serving PyTorch Models on AWS Lambda with Caffe2 & ONNX

Pspnet Pytorch ⭐ 46

PyTorch implementation of PSPNet

Yolo Summary ⭐ 46

YOLO系列资料

Pytorch Faster Rcnn ⭐ 45

Simplenet_pytorch ⭐ 44

SimpleNetV1 Implementation in Pytorch

Dlinfbench ⭐ 42

CNN model inference benchmarks for some popular deep learning frameworks

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