DavidHuang's repositories
Android-Object-Detection
:coffee: Fast-RCNN and Scene Recognition using Caffe
AttractioNet
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
awesomeMLmath
Curated list to learn the math basics for machine learning
brew
brew: Python Ensemble Learning API
caffe-tensorflow
Caffe models in TensorFlow
caffe-yolo
YOLO (Real-Time Object Detection) in caffe
CF-NADE
A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.
cnn-benchmarks
Benchmarks for popular CNN models
convolutional-pose-machines-release
Code repository for Convolutional Pose Machines
crfasrnn
This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/
deep_learning_cosmology
Deep Learning on Cosmology Maps
deepcut
Multi Person Pose Estimation
DeepPed
Convolutional Neural Networks for Pedestrian Detection
dgd_person_reid
Domain Guided Dropout for Person Re-identification
dynamic-image-nets
Dynamic Image Networks for Action Recognition
facemoji
Detects face and its emotion, draws according emoji over face
GOTURN
Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016
imagenet-multiGPU.torch
an imagenet example in torch.
OpenFace
OpenFace – a state-of-the art open source tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.
pose-hg-train
Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
R-FCN
R-FCN: Object Detection via Region-based Fully Convolutional Networks
self-driving-car
Information about the Udacity open source self-driving car project
SEVDL_MGP
Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors", Christos Louizos & Max Welling, ICML 2016
SubCNN
Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection
torch-inception-resnet-v2
The inception-resnet-v2 models re-trained from scratch via torch