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3d-cnn-action-recognition

Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.

3d-machine-learning

A resource repository for 3D machine learning

3dcnn-vis

Visualizing activations of 3D convolutional filters using keras-vis library

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

algorithm-python

小白入坑，依次实现各种常规算法

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

awesome-deep-vision

A curated list of deep learning resources for computer vision

bitconin_diy

c-primer-plus

capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

cnn-visualization

TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

cpp-primer-plus-6th

cs-notes

:books: Tech Interview Guide 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计

cyc2018-cs-notes

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

joyful-pandas

Pandas中文教程

keras-drop-block

DropBlock implemented in Keras

modelnet-cnn

Training a 3D CNN on the ModelNet10 dataset using Keras.

modelnet_blender_off2multiview

from ModelNet off file to multiview images

modelnet_mat2png

Convert 3D mat file to PNG(or other image types)

modelnet_off2mat

You can easily generate mat files with different views from off file

models

Models and examples built with TensorFlow

mvcnn

Multi-view CNN (MVCNN) for shape recognition

orion

ORION: Orientation-boosted Voxel Nets for 3D Object Recognition

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python-100-days

Python - 100天从新手到大师

rt-cnn-vis

A Platform for Real Time CNN Visualization

semi-supervised-learning

深度学习半监督相关算法，主要是Mean teachers are better role models