项目作者: n3011

项目描述 :
Implementation of deep residual networks with inception bottleneck in Lasagne
高级语言: Python
项目地址: git://github.com/n3011/Deep_Residual_Network.git
创建时间: 2016-03-23T01:33:33Z
项目社区:https://github.com/n3011/Deep_Residual_Network

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Deep-Residual-Network

Implementation of deep residual networks with inception bottleneck in Lasagne

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, “Identity Mappings in Deep Residual Networks”, http://arxiv.org/abs/1603.05027

Implemented various bottleneck architecture, dropout bottleneck etc
Proposed new bootleneck architecture using modified Inception module

Resnet Implementation in Python, Lasagne

Usage

THEANO_FLAGS=device=gpu0,floatX=float32 python resnetcifar.py [options]