【经验分享】TinyMind 多标签图像分类竞赛小试牛刀——by:for the dream

stawary 2018-08-21 18:45
TinyMind 多标签图像分类竞赛从处理到提交流程

多标签竞赛简单分享

rowlin 2018-10-09 12:00
由于后期工作会用到多标签分类,刚好又看到了这个竞赛就参加了。分享下过程的一些想法和思路,不确定都是对的,希望各路大佬指导。

Very Deep Convolutional Networks for Large-Scale Image Recognition

辉仔 2018-01-10 10:31
In this work we investigate the effect of the convolutional network depth on its accuracy in the large-scale image recognition setting. Our main contribution is a thorough evaluation of networks of in

FACE ANTI-SPOOFING VIA HYBRID CONVOLUTIONAL NEURAL NETWORK

xungeer29 2018-07-14 20:26
翻译论文 FACE ANTI-SPOOFING VIA HYBRID CONVOLUTIONAL NEURAL NETWORK,使用混合CNN,将人脸分割,进行人脸识别的活体检测。

SE-Inception v3架构的模型搭建(keras代码实现)

Mark 2018-09-28 16:47
2017年ImagNet冠军架构得主的精髓之处SENet架构(Squeeze And Excitation),关于细节处不再多说,只是该架构的基本结构图,和代码实现。并且代码实现此处是googleNet的Inception v3架构为基础加上SE的结构。

Rethinking Atrous Convolution for Semantic Image Segmentation

dwSun 2018-01-15 20:12
In this work, we revisit atrous convolution, a powerful tool to explicitly adjust filter's field-of-view as well as control the resolution of feature responses computed by Deep Convolutional Neural Ne

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

辉仔 2018-01-10 11:09
In recent years, supervised learning with convolutional networks (CNNs) has seen huge adoption in computer vision applications. Comparatively, unsupervised learning with CNNs has received less attenti

Dynamic Routing Between Capsules

dwSun 2018-02-06 16:16
A capsule is a group of neurons whose activity vector represents the instantiation parameters of a specific type of entity such as an object or an object part. We use the length of the activity vector

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

辉仔 2018-01-10 10:49
Training Deep Neural Networks is complicated by the fact that the distribution of each layer's inputs changes during training, as the parameters of the previous layers change. This slows down the trai

非科班出身,我是如何自己摸索研究卷积神经网络体系结构的

人工智能头条 2018-10-12 16:38
作者的处境,也是国内很多刚开始学习人工智能的开发者、学生面临的情况。所以这篇文章,很有现实意义