giorking

models

Models and examples built with TensorFlow

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

awesome-deep-vision

A curated list of deep learning resources for computer vision

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

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.

MobileNet

MobileNet build with Tensorflow

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

tensorflow-on-arm

TensorFlow for Arm

DSOD

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.

Deep-Learning-Tricks

Enumerate diverse machine learning training tricks.

ENet-training

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.

SkimCaffe

Caffe for Sparse Convolutional Neural Network

mxnet-gan

MultiGPU enabled image generative models (GAN and DCGAN)

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