Corpus ID: 14124313

Very Deep Convolutional Networks for Large-Scale Image Recognition

@article{Simonyan2015VeryDC,
  title={Very Deep Convolutional Networks for Large-Scale Image Recognition},
  author={K. Simonyan and Andrew Zisserman},
  journal={CoRR},
  year={2015},
  volume={abs/1409.1556}
}
  • K. Simonyan, Andrew Zisserman
  • Published 2015
  • Computer Science
  • CoRR
  • In this work we investigate the effect of the convolutional network depth on its accuracy in the large-scale image recognition setting. [...] Key Result 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.Expand Abstract

    Topics from this paper.

    Tiny ImageNet Visual Recognition Challenge
    • 74
    • Highly Influenced
    • Open Access
    Gradually Updated Neural Networks for Large-Scale Image Recognition
    • 6
    • Highly Influenced
    • Open Access
    Tiny ImageNet Visual Recognition Challenge
    • 43
    • Open Access
    Striving for Simplicity: The All Convolutional Net
    • 2,147
    • Highly Influenced
    • Open Access
    Deep convolutional neural networks as generic feature extractors
    • 62
    • Open Access
    Towards Good Practices for Very Deep Two-Stream ConvNets
    • 294
    • Highly Influenced
    • Open Access
    Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
    • 602
    • Open Access

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 64 REFERENCES
    Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
    • 602
    • Open Access
    Going deeper with convolutions
    • 19,756
    • Highly Influential
    • Open Access
    Return of the Devil in the Details: Delving Deep into Convolutional Nets
    • 2,608
    • Open Access
    Some Improvements on Deep Convolutional Neural Network Based Image Classification
    • 269
    • Open Access
    ImageNet classification with deep convolutional neural networks
    • 51,749
    • Highly Influential
    • Open Access
    ImageNet Classification with Deep Convolutional Neural Networks
    • 51,749
    • Highly Influential
    • Open Access
    DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition
    • 3,535
    • Open Access
    Visualizing and Understanding Convolutional Networks
    • 8,245
    • Open Access
    Two-Stream Convolutional Networks for Action Recognition in Videos
    • 3,923
    • Open Access