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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

deeplearning_homework

個人的 deep learning 學習筆記

DFace

Deep learning face detection and recognition, implemented by pytorch. (pytorch实现的人脸检测和人脸识别)

examples

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

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

Facial-Similarity-with-Siamese-Networks-in-Pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

few-shot-gnn

gwas_scripts

Codebook from my GWAS cookbook

hierse

Zero-shot image tagging by hierarchical semantic embedding

LearningToCompare-Pytorch

Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning

MAML-Pytorch

PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

ml4a-guides

practical guides, tutorials, and code samples for ml4a

MobileNet-V2

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

MobileNet-V2-Pytorch

Model shared. Top1:71.806/Top5:90.410

predict_height

Predict height by gender and genotypes using machine learning.

pretrained-models.pytorch

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

Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-mobilenet

PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

PyTorch-progressive_growing_of_gans

PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-zssr

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

Siamese-Networks-for-One-Shot-Learning

Implementation of Siamese Neural Networks for One-shot Image Recognition

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

vision

Datasets, Transforms and Models specific to Computer Vision