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awesome-attention-mechanism-in-cv

计算机视觉中用到的注意力模块和其他即插即用模块PyTorch Implementation Collection of Attention Module and Plug&Play Module

classification-of-iris-dataset-using-knnc

Classification of different species of Iris flowers using KNN Classifier

data-augment

imgaug--Bounding Boxes augment

dcanet

Deep Connected Attention Networks

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep-learning-for-medical-image-analysis

Tuberculosis Detection using Chest X-Ray

deeplearningexamples

Deep Learning Examples

densenet.pytorch

A PyTorch implementation of DenseNet.

diversebranchblock

Diverse Branch Block: Building a Convolution as an Inception-like Unit

do-conv

Depthwise Over-parameterized Convolutional Layer

eesrgan

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

efficientnet-pytorch

A PyTorch implementation of EfficientNet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fasterrcnn-pytorch

FasterRCNN is implemented in VGG, ResNet and FPN base.

fasterrcnn.pytorch

Pytorch Implementation of FasterRCNN

huawei-garbage

2019 Huawei Cloud garbage Classification Competition online score 2th place

image-classification

使用双层全连接神经网络和ResNet网络的实现图像二分类问题

imageclassification.detectron2

Using detectron2 to train Image classification models for backbone of detection models

infrared-small-target-detection

medicalimagedetection

mtgan

MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks

mxnet-dssd

An mxnet implementation of Deconvolutional SSD

nf-net

Breast tumour classification through learning from noisy labeled ultrasound images

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

psconv

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

pytorch

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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)