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This is the release code and model for submission of Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images

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this is the release code for Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images:

Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images
Limin Wang, Zhe Wang, Yu Qiao and Luc Van Gool, http://arxiv.org/abs/1609.00162

The performance is as below:

ChaLearn WIDER UIUC
acc: 87.1 53.0 98.8

code

  • feature_extraction_exmaple.m -- you can use this code as template to extract feature as feed to SVM/softmax to get your own score
  • prepare_image.m -- serve as function to pre-process image patches

usage

1. Download code and model

2. Extract features (feature_extraction_example.m and prepare_image.m)

3. Feed the feature to SVM/softmax to get the score.

model

Pictures

  • Code and Files needed to plot figures below lies in picture folder

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This is the release code and model for submission of Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images

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