深度学习教程整理 | 干货

Tensors and Dynamic neural networks in Python with strong GPU acceleration

PyTorch implementations of Generative Adversarial Networks.

Latex code for making neural networks diagrams

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

A simple Spatial Pyramid Pooling layer which could be added in CNN

A collection of AWESOME things about domian adaptation

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

Implementation of Graph Convolutional Networks in TensorFlow

Progressive Image Deraining Networks: A Better and Simpler Baseline (CVPR 2019)

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

try to implement the CVPR 2019 paper "Selective Kernel Networks" by PyTorch

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

Dual Attention Network for Scene Segmentation (CVPR2019)

The source code of paper “Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement”

SJTU-CS337 Computer Graphics Course Project

Semantic Segmentation Models in Pytorch

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

Collection of popular and reproducible image denoising works.

Official Implementation for Deep Guided Filter, CVPR 2018

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

Pytorch implementation of β-VAE

Implementation of Non-local Block.

The Matlab implementation of FastDeRain and DIP

Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)