iamZe

DBTNet

Code for our NeurIPS'19 paper "Learning Deep Bilinear Transformation for Fine-grained Image Representation"

RepDistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

Res2Net-PretrainedModels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

LIP

Code and pretrained models for LIP: Local Importance-based Pooling (ICCV 19)

ShuffleNet-Series

Mixed-Depthwise-Convolutional-Kernels

Implementing MixNet: Mixed Depthwise Convolutional Kernels using Pytorch

inpainting_gmcnn

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

blinear-cnn-faster

A Faster PyTorch implementation of bilinear CNN for fine-grained image recognition

DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics to them.

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

arcface-pytorch

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

MobileNetV3-PyTorch

A PyTorch implementation of MobileNetV3

SKNet

Code for our CVPR 2019 paper: Selective Kernel Networks; See zhihu：https://zhuanlan.zhihu.com/p/59690223

PytorchConverter

Pytorch model to caffe & ncnn

Keras-VGG16-places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

MRCNN-Scene-Recognition

MR-CNNs for Large-Scale Scene Recognition

scene-classification

Scene classification task in AI Challenger competition

MAX-Scene-Classifier

Image classifier for physical places/locations, based on the Places365-CNN Model

image-feature-learning-pytorch

PyTorch implementation of Center Loss & Contrastive-Center Loss.

ObjectDetection-OneStageDet

单阶段通用目标检测器

open_nsfw

Not Suitable for Work (NSFW) classification using deep neural network Caffe models.

insightface

State-of-the-art 2D and 3D Face Analysis Project

MobileFaceNet

pytorch-retinanet

RetinaNet in PyTorch

ECO-pytorch

PyTorch implementation for "ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

pretrained-models.pytorch

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