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Deep Learning Porn Video Classifier with tf.keras

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Translation

This is a translation of ryanjay0/miles-deep in tf.keras.

This is just a model translation without any feature. The model is translated using microsoft/MMdnn.

The accuracy has not been verified since the data used to train the model is not available.

The description below is slightly modified from the original repository.

Miles Deep - AI Porn Video Classifier

Using a deep convolutional neural network with residual connections, Miles Deep quickly classifies each second of a pornographic video into 6 categories based on sexual act with 95% accuracy.

  • blowjob_handjob
  • cunnilingus
  • other
  • sex_back
  • sex_front
  • titfuck

Dependencies

  • apt install ffmpeg
  • pip install tensorflow
  • pip install opencv-python

Test

  • Put a short video with file name vid.mp4
  • Run python test.py

It will convert the video into 1 image/second and print out only the labels (>0.7) ignoring "other" label.

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Deep Learning Porn Video Classifier with tf.keras

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