DavidHSTai's starred repositories
awesome-deep-vision
A curated list of deep learning resources for computer vision
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
SSD-Tensorflow
Single Shot MultiBox Detector in TensorFlow
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
tensorflow-on-arm
TensorFlow for Arm
Deep-Learning-Tricks
Enumerate diverse machine learning training tricks.
pynetbuilder
pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.
tripletloss
tripletloss in caffe
Caffe-HRT
Heterogeneous Run Time version of Caffe. Added heterogeneous capabilities to the Caffe, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original Caffe architecture which users deploy their applications seamlessly.
segmentation
TensorFlow implementation of ENet, trained on the Cityscapes dataset.
tensorflow-nvJetson
TensorFlow for NVIDIA Jetson, also include patch and script for building.
DeepSkeleton
Code for CVPR2016 and TIP papers about Object Skeleton Detection with Fully Convolutional Neural Networks.
caffe-heatmap
Caffe with heatmap regression & spatial fusion layers. Useful for any CNN image position regression task.
2D_detection
TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.
CaffeModelCompression
Tool to compress trained caffe weights
darknet_mobilenet
mobilenet 与darknet yolo
impl-pruning-caffemodel
Simple pruning example using Caffe
Machine_Learning
andrew ng course homework