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examples

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

factored3d

Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"

fada-pytorch

PyTorch implementation of https://arxiv.org/abs/1711.02536

feature-visualization

tensorflow example of visualizing features from a convnet

finch

Applied Machine Learning Models in TensorFlow

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

grad-cam-pytorch

PyTorch implementation of Grad-CAM

gradient_reversal_keras_tf

Keras implementation of a gradient reversal layer for the Tensorflow backend

grid-lstm-tensorflow

Examples of using GridLSTM (and GridRNN in general) in tensorflow

human-pose-estimation

A library for human pose estimation using CNNs.

human-pose-estimation-1

This repository implements a demo of the Human pose estimation via Convolutional Part Heatmap Regression paper.

hypersearch

Hyerparameter Optimization for PyTorch

imgaug

Image augmentation for machine learning experiments.

kinetics-i3d-pytorch

learnable-triangulation-pytorch

This repository is an official PyTorch implementation of the paper "Learnable Triangulation of Human Pose" (ICCV 2019, oral). Proposed method archives state-of-the-art results in multi-view 3D human pose estimation!

machine-learning-for-3d-data

CSE291-I00 - Winter 2018

mman

Code for ECCV2018 paper：Macro-Micro Adversarial Network for Human Parsing

msg-gan

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise pretraining)

openpose

OpenPose: Real-Time Multi-Person Keypoint Detection Library for Body, Face, and Hands

pcpnet

Pytorch implementation of PCPNet

prml

PRML algorithms implemented in Python

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python_ebook

pytorch-beginner

pytorch tutorial for beginners

pytorch-best-practice

PyTorch实践指南对应代码

pytorch-capsule

Pytorch implementation of Hinton's Dynamic Routing Between Capsules

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

pytorch-domain-adaptation

A collection of implementations of adversarial domain adaptation algorithms

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.