AI Paper English F.o.R.

人工知能(AI)に関する論文を英語リーディング教本のFrame of Reference(F.o.R.)を使いこなして読むブログです。

VGGNet

VGGNet | Abstract 第5文

We have made our two best-performing ConvNet models publicly available to facilitate further research on the use of deep visual representations in computer vision. Karen Simonyan, et al., "Very Deep Convolutional Networks for Large-Scale I…

VGGNet | Abstract 第4文

We also show that our representations generalise well to other datasets, where they achieve state-of-the-art results. Karen Simonyan, et al., "Very Deep Convolutional Networks for Large-Scale Image Recognition" https://arxiv.org/abs/1409.1…

VGGNet | Abstract 第3文

These findings were the basis of our ImageNet Challenge 2014 submission, where our team secured the first and the second places in the localisation and classification tracks respectively. Karen Simonyan, et al., "Very Deep Convolutional Ne…

VGGNet | Abstract 第2文

Our main contribution is a thorough evaluation of networks of increasing depth using an architecture with very small (3 × 3) convolution filters, which shows that a significant improvement on the prior-art configurations can be achieved by…

VGGNet | Abstract 第1文

In this work we investigate the effect of the convolutional network depth on its accuracy in the large-scale image recognition setting. Karen Simonyan, et al., "Very Deep Convolutional Networks for Large-Scale Image Recognition" https://ar…