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3d-cnn-keras

http://learnandshare645.blogspot.hk/2016/06/3d-cnn-in-keras-action-recognition.html

action-recognition

Action Recognition using SVM, BoW pipeline

action-recognition-visual-attention

Action recognition using soft attention based deep recurrent neural networks

activitynet

2016 ActivityNet action recognition challenge. CNN + LSTM approach. Multi-threaded loading.

ai_challenger

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

anet2016-cuhk

Action Recognition Toolbox for CUHK&ETHZ&SIAT submission to ActivityNet 2016

caffe

Caffe for Sparse and Low-rank Deep Neural Networks

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cnn_finetune

Fine-tune CNN in Keras

cvpr_2014_code

Code for paper: "Leveraging Hierarchical Parametric Network for Skeletal Joints Action Segmentation and Recognition"

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-activity-rec

Paper ibrahim et al, cvpr 2016 - A Hierarchical Deep Temporal Model for Group Activity Recognition -

deeplearningbook-readingnotes

DeepLearningBook 读书会笔记及讲义

deeplearningimplementations

Implementation of recent Deep Learning papers

dictparser

A dict parser which allows users define their own type and parser function

ebay_dataset_learning

egoconvnet

Code for CVPR 2016 paper "First Person Action Recognition Using Deep Learned Descriptors"

fastvideofeat

Efficient feature extraction, aggregation and classification for action recognition (CVPR 2014)

hidden-two-stream

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

human-action-recognition-with-keras

Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)

kaggle-data

kaggle mercari price suggestion challenge data

kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstartes basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

kinectonlineactiondetection

We implemented an online action detection program that is able to take a stream of live frames from Microsoft Kinect and detect the actions being performed in an online manner. The training on the dataset is done in a different program and the training results are supplied to this project to make the online detection.

leetcode

LeetCode Problems' Solutions

leetcode-1

LeetCode题解，151道题完整版

list_of_recommender_systems

A List of Recommender Systems and Resources

ltc

Long-term Temporal Convolutions for Action Recognition, PAMI 2017

nturgb-d

Info and sample codes for "NTU RGB+D Action Recognition Dataset"

openpose

OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

prmlt

Matlab code for algorithms in PRML book