lvhualong/AI-experiential-Learning

AI 学习实践开发[框架学习、深度估计、自动驾驶]

AI-experiential-Learning

AI 学习实践开发

Awesome Deep Learning

A curated list of awesome Deep Learning tutorials, projects and communities.

AI框架学习

• MXNet/Gluon论坛

• PyTorch 中文手册（pytorch handbook）

• MXNet2Caffe Convert MXNet model to Caffe model

caffe

• caffe with python A Practical Introduction to Deep Learning with Caffe and Python

Machine Learning vs. Deep Learning
Artificial Neural Networks
Convolutional Neural Networks
Model Definition - Solver Definition - Model Training - Prediction on New Data - Transfer Learning

深度估计与视觉定位应用

• Depth Estimation by Convolutional Neural Networks
  caffe框架
  

-Realtime Unsupervised Depth Estimation from an Image ECCV2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue

• Depth-VO-Feat CVPR2018
  Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction
  双目训练 单目预测
  paper