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qzhao's Projects

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-model icon caffe-model

Python script to generate prototxt on Caffe, specially the inception_v3 \ inception_v4 \ inception_resnet \ fractalnet

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

ccnn icon ccnn

Framework for optimizing CNNs with linear constraints.

conv_arithmetic icon conv_arithmetic

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

crfasrnn icon 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/

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

deconvnet icon deconvnet

DeconvNet : Learning Deconvolution Network for Semantic Segmentation

deep-survey-text-classification icon deep-survey-text-classification

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

deepar icon deepar

Tensorflow implementation of Amazon DeepAR

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

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