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Project: MultimodalDeepLearning (GitHub Link)

• MultimodalDeepLearning-master
  • LICENSE
  • README.md
  • ver_keras
    • mdl_DCNN_image.py
    • YLIMED_info.tmp
    • mdl_data.py
    • mdl_Multimodal.py
    • mdl_load_test.py
    • mdl_MultimodalDNN.py
    • mdl_LSTM_audio.py
    • mdl_DNN_audio.py
  • ver_tensorflow
    • YLIMED_info.tmp
    • MM_RDN_1CA.py
    • mdl_data.py
    • MM2CA.py
    • DNNAUDIO.py
    • MM_video.py
    • MM.py
    • MM_RDN.py
    • MM1CA.py
    • DNNIMAGE.py
    • BRNNAUDIO.py
    • mdl_data.pyc
    • RNNAUD.py

MultimodalDeepLearning

Multimodal Deep Learning Using "YLI-MED: The YLI Multimedia Event Detection Corpus data"

Library: "Keras" and "TensorFlow"

• http://www.multimediacommons.org - YLI Multimedia Event Detection
• https://keras.io
• https://www.tensorflow.org

Data set

Download

• http://multimedia-commons.s3-website-us-west-2.amazonaws.com/?prefix=subsets/YLI-MED/
  • subsets/YLI-MED/features/audio/mfcc20/mfcc20.tgz
  • subsets/YLI-MED/features/keyframe/alexnet/fc7.tgz

Recommended extract path

• ../YLIMED150924/audio/mfcc20/
• ../YLIMED150924/keyframe/fc7/