This is the release code and model for submission of Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images
Matlab
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
picture
.DS_Store
README.md
feature_extraction_example.m
model_place.md
prepare_image.m

README.md

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

Contacts

Alt text Alt text Alt text