galoiszhang

imgaug

Image augmentation for machine learning experiments.

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

vae

a simple vae and cvae from keras

classification_models

Classification models trained on ImageNet. Keras.

keras-gcn

Keras implementation of Graph Convolutional Networks

SENet-Tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

Multilabel-timeseries-classification-with-LSTM

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Age-Gender-Estimate-TF

Face age and gender estimate using TensorFlow

DEC-keras

Keras implementation for Deep Embedding Clustering (DEC)

keras-squeeze-excite-network

Implementation of Squeeze and Excitation Networks in Keras

DREAM

This is the public repository for our accepted CVPR 2018 paper "Pose-Robust Face Recognition via Deep Residual Equivariant Mapping"

RESCAN

Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining

cnn-re-tf

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

proxy-nca

PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies`.

snca.pytorch

Improving Generalization via Scalable Neighborhood Component Analysis

keras-dogs

a baseline for baidu dog classification competition.

residual_attention_network

Keras implementation of Residual Attention Network

keras-shufflenetV2

Keras implementation of ShuffleNet V2

TextTopicNet

Self-supervised learning of visual features through embedding images into text topic spaces

Competitive-Inner-Imaging-SENet

Source code of paper: (not available now)

keras-shufflenet

ShuffleNet Implementation using Keras Functional Framework 2.0

attend-and-rectify

Pytorch code for the IEEE TM/ECCV paper "Attend and rectify"

Heated_Up_Softmax_Embedding

Project page for Heated-up Softmax Embedding

keras-training-serving

Code that accompanies my blogpost on training and serving with tf.keras - published on TensorFlow's Medium page: https://medium.com/tensorflow/training-and-serving-ml-models-with-tf-keras-fd975cc0fa27

keras-shufflenet

Implementation in Keras of ShuffleNet (https://arxiv.org/abs/1707.01083)

GAL-fWSD

Generative Adversarial Learning Towards Fast Weakly Supervised Detection

multilabel-cnn

CVPR-2018-WAD-Video-Segmentation-Challenge

Can you segment each objects within image frames captured by vehicles?