Articles in the category of 图像分类

深度学习训练数据不平衡问题如何解决[转]

原文 - Deep learning unbalanced training data?Solve it like this.原文翻译 - 深度学习训练数...

July 28, 2018

图片分类 - Airbnb 列表图片分类[译]

原文: Categorizing Listing Photos at Airbnb Large-scale deep learning models ar...

May 25, 2018

论文阅读 - Learning Spatial Regularization for Multi-label Image Classification

题目: Learning Spatial Regularization with Image-level Supervisionsfor Multi-la...

May 23, 2018

论文阅读 - Deep Representation Learning with Target Coding

论文: Deep Representation Learning with Target Coding - AAAI2015作者: Shuo Yang, ...

May 23, 2018

论文理解 - VGGNet - Very Deep Convolutional Networks for Large-Scale Image Recognition[转]

原文 - Very deep convolutional networks for large-scale image recognition论文: Ve...

May 22, 2018

AlexNet 理解 - ImageNet Classification with Deep Convolutional Neural Networks[转]

转自: http://yuenshome.cn/?p=4575 论文: ImageNet Classification with Deep Convolu...

May 22, 2018

论文阅读学习 - ResNet - Identity Mappings in Deep Residual Networks

论文: Identity Mappings in Deep Residual Networks作者: Kaiming He, Xiangyu Zhang,...

May 22, 2018

论文阅读学习 - ResNet - Deep Residual Learning for Image Recognition

论文：Deep Residual Learning for Image Recognition - CVPR2016 作者：Kaiming He, Xia...

May 22, 2018

CNN 的两个弊端[译]

原文 - What is wrong with Convolutional neural networks ? CNN 的两个弊端自从Alex Krizh...

May 21, 2018

Caffe实践 - 多标签图片分类的训练与部署

这里采用从图像直接读取图片数据和标签的方式进行多标签分类. 基于 VGG16 backbone 网络修改 ImageDataLayer 读取图片和多标签...

May 19, 2018