HiJasonZou/deep_learning-point-cloud

关于深度学习的点云的资料

3D Deep Learning and Machine Learning

• There are some repositories about 3D;

• Thank for Warm-hearted man'sharing.

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1. Repositoris

• There are some avalible repositories.

1.1 3D Machine Learning

• This repo includes:
  • course
  • datasets
  • 3D Pose Estimation
  • Single Objection Classification
  • Multiple Objects Dectection
  • Scene/Object Semantic Segmentation
  • 3D Model Synthesis/Reconstruction
    • Parametric Morphable Model-based methods
    • Part-based Template Learning methods
    • Deep Learning Methods
  • Style Transfer
  • Scene Synthesis/Reconstruction
  • Scene Understanding

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2. Course

• There will provide some courses about Machine-Learning and Deep-Learning;

2.1 Machine-Learning

2.1.1 Stanford CS229 (Autumn 2017)

• repo:
  • Stanford CS229 notes(Autumn 2017)
  • Stanford-CS-229-CN 中文笔记

2.2 Deep-Learning

2.2.1 CS231n: Convolutional Neural Networks for Visual Recognition

2.2.2 CVPR2017 Tutorial: An Introduction to 3D Deep Learning

3. Experts

• There are some professional researchers about 3D;

• Hao Su (pointnet)

• Weiyue Wang(SGPN,RSNet)

以下是微信公众号二维码，有兴趣的小伙伴可以关注并加入我们。