huan2016's repositories
3d-DenseNet
3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)
action-recognition-visual-attention
Action recognition using soft attention based deep recurrent neural networks
Activity-Recognition-with-CNN-and-RNN
LRCN and Temporal CNN for Activity Recognition
arctic-capgen-vid
automatic video description generation with GPU training
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-residual-networks
Deep Residual Learning for Image Recognition
deep-visualization-toolbox
DeepVis Toolbox
dynamic-image-nets
Dynamic Image Networks for Action Recognition
lisa-caffe-public
Lisa Anne's public caffe code.
models
Models built with TensorFlow
natural-language-object-retrieval
Code release for Hu et al. Natural Language Object Retrieval, in CVPR, 2016
open_nsfw
code for running Model and code for Not Suitable for Work (NSFW) classification using deep neural network Caffe models
picturesearch
asdf
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
Recommender_Systems
Recommender Systems Code Exploring Concepts with Surprise and Mlxtend Packages
retrieval-2016-icmr
Bags of Local Convolutional Features for Scalable Instance Search (ICMR 2016)
scikit-learn
scikit-learn: machine learning in Python
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-python3-jupyter
Docker container with python 3 version of tensorflow accompanied by jupyter
tensorpack
Neural Network Toolbox on TensorFlow
torch-toolbox
A collection of snippets and libraries for Torch from e-Lab
twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
twostreamfusion
Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
youtube-8m
the source code for the kaggle youtube-8m competition
youtube-8m-1
Starter code for working with the YouTube-8M dataset.
youtube-8m-2
The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)