Shane Zhao's starred repositories
retina-unet
Retina blood vessel segmentation with a convolutional neural network
faceID_beta
An implementation of iPhone X's FaceID using face embeddings and siamese networks on RGBD images.
FocalLoss_Keras
Focal Loss implementation by Keras with TensorFlow backend
ntm-one-shot
One-shot Learning with Memory-Augmented Neural Networks
keras-blog
Blog with Keras news, tutorials, and demos.
pulmonary-nodules-segmentation
Tianchi medical AI competition [Season 1]: Lung nodules image segmentation of U-Net. U-Net训练基于卷积神经网络的肺结节分割器
jupyterlab
JupyterLab computational environment.
TFSegmentation
RTSeg: Real-time Semantic Segmentation Comparative Study
tiefvision
End-to-end deep learning image-similarity search engine
overfeat-glaucoma
This code corresponds to our paper with Matthew B. Blaschko, Elena Prokofyeva and Mariana del Fresno on Convolutional neural network transfer for automated glaucoma identification (SIPAIM 2016).
Prototypical-Networks-for-Few-shot-Learning-PyTorch
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
Kaggle-Computer-Vision-Competitions-List
List of Kaggle competitions in the field of Computer Vision
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
prototypical-networks-tensorflow
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
siamese_net
This package shows how to train a siamese network using Lasagne and Theano and includes network definitions for state-of-the-art networks including: DeepID, DeepID2, Chopra et. al, and Hani et. al. We also include one pre-trained model using a custom convolutional network.
focal-loss-keras
Focal Loss implementation in Keras
NTM-One-Shot-TF
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
MatchingNetworks
An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf
featuretools
An open source python library for automated feature engineering
cvpr15deepcompare
Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"
keras-image-data-augmentation
keras ImageDataGenerator example
awesome-cheatsheets
超级速查表 - 编程语言、框架和开发工具的速查表，单个文件包含一切你需要知道的东西 :zap: