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caffe

Caffe: a fast open framework for deep learning.

clm-framework

CLM-framework (a.k.a Cambridge Face Tracker) is a framework for various Constrained Local Model based face tracking and landmark detection algorithms and their extensions/applications. Includes CLM-Z and CLNF.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deep-learning-demo

记录小润学习的深度学习例子，首先是 Caffe、TensorFlow、Theano、Keras 框架，之后再补充 Torch

deep-learning-models

Keras code and weights files for popular deep learning models.

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

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deformable-convnets

Deformable Convolutional Networks

dsod

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

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fast-rcnn

Fast R-CNN

fast-rcnn-torch

Fast R-CNN Torch Implementation

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fastmaskrcnn

Mask RCNN in TensorFlow

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

heartseg

code of DenseVoxNet and 3D-DSN

landmarkdetection

lung-lobes-segmentation-in-ct-scans

Segmentation of lung, pulmonary vessels and pulmonary fissures in CT Scans

lung-segmentation-3d

Lung fields segmentation on tomography images using convolutional neural networks.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matterport

Matterport3D is a pretty awesome dataset for RGB-D machine learning tasks :)

ml_class_2017_march

models

Models and examples built with TensorFlow

mx-maskrcnn

An MXNet implementation of Mask R-CNN

mx-rcnn

Parallel Faster R-CNN implementation with MXNet.