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DeepGenomotion

DeepGenomotion is an android application that uses deep learning inspired augemented reality filters.
Updated 3 years ago

DeepGenomotion

DeepGenomotion is an android application that uses deep learning inspired augemented reality filters.

We use inference from our custom gender and emotion model to draw ar filter on real-time camera feed with inference rate of 25 to 100 ms for inference on single image.

Features

  • Gender Model is a MobileNet_V1_224_0.5 model trained on IMDB-WIKI celebrity face dataset.
  • Emotion Model is a MobileNet_V2_224_1.4 model trained on AffectNet Dataset containing 1m facial images and 11 classes of emotion
  • Both model are trained using tensorflow and then the trained graph is converted into Tensorflow Lite for serving.
  • We use MobileVision API for facial landmark detection.

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