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android-demo-app

PyTorch android examples of usage in applications

cocoapi

COCO API - Dataset @ http://cocodataset.org/

convert-coco-to-pascalvoc

A python script to convert COCO into Pascal VOC 2012 format

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crnn-pytorch

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition using Pytorch

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

deep-residual-networks

Deep Residual Learning for Image Recognition

dota_devkit

efficientnet-pytorch

A PyTorch Implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".

grok-1

Grok open release

keras-yolov3-mobilenet

I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

metapruning

mnasnet-pytorch

A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

mobilenetv2.pytorch

72.2% MobileNet V2 model on ImageNet with PyTorch Implementation

nts-net

This is a PyTorch implementation of the ECCV2018 paper "Learning to Navigate for Fine-grained Classification" (Ze Yang, Tiange Luo, Dong Wang, Zhiqiang Hu, Jun Gao, Liwei Wang).

objectdetection-onestagedet

单阶段通用目标检测器

ocr.pytorch

A pure pytorch implemented ocr project including text detection and recognition

pnasnet.pytorch

PyTorch implementation of PNASNet-5 on ImageNet

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-auto-augment

PyTorch implementation of AutoAugment.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

pytorch-mobilenet

PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

pytorch-ssd

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.

pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

pytorch-unet-1

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3