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pytorch-classification

Classification with PyTorch.

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-deform-conv

PyTorch implementation of Deformable Convolution

pytorch-deformable-convolution-v2

Don't feel pain to use Deformable Convolution

pytorch-faster-rcnn

A simple implementation of Faster-RCNN with minibatch, multi-gpu. FPN will be added soon

pytorch-faster-rcnn-1

pytorch based implementation faster rcnn

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-groupnormalization

Pytorch implementation of group normalization in https://arxiv.org/abs/1803.08494 (Following the PyTorch Style)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-segmentation

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

pytorch-segmentation-toolbox

PyTorch Implementations for DeeplabV3 and PSPNet

rdiou

Repulsion DIoU Loss Function for Reducing False Positive Rates in Crowd Detection

rednet-tensorflow

Unofficial implementation of RedNet architecture described in paper 'RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation'

resnet-deform-pytorch

resnet101_dcn

resnet50-and-drn50-with-pytorch

Resnet50 and Drn_a_50 in Fashion MNIST

resnet_dilated

Used in DeepLab or SiameseRPN++

resnet_fpn_keras

Backbone of resnet50 with fpn trying to add faster-RCNN for detection soon

resunet

Tensorflow implementation of Residual U-Net

retinanet

Keras implementation of RetinaNet for object detection and visual relationship identification

rewriting

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

robust_frcnn

Domain Adaptive Robust Faster R-CNN Implementation in Keras/TF

sapnetv2

Code release for "The study of unsupervised domain adaptation for object detection using spatial attention pyramid networks"

se_cbam-resnet-twostream

resnet+twostream+cbam/se

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

simam

The official pytorch implemention of our ICML paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

small_object_augmentation

Implementation of augmentation for small object detection（填鸭） https://arxiv.org/pdf/1902.07296.pdf

soft-nms

Python and Pytorch two implements of Soft NMS algorithm