CapsNet Tweak icon

CapsNet Tweak

1.0 for Android

The description of CapsNet Tweak

Allows you to run a part of a Capsule Network model on the device and modify the output capsule parameters to produce different images.

Could provide some insights into what was learned for each parameter.

Capsule Networks are based on Geoffrey Hinton's paper Dynamic Routing Between Capsules

I extracted the decoder after training and saved some of the digit capsule layer output to be able to run inference on it on the device (offline).

A decoder is found at the end of a Capsule Network and is used to reconstruct the source image given the capsule outputs from the digit caps layer. During training, its loss contributes to the final loss of the model and this ends up , hopefully, giving each parameter something meaningful and a lot of times an easily recognizable feature.

Implemented in Tensorflow - source: https://github.com/JsFlo/CapsNet
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Previous versions
  • V1.0 24.4 MB APK

    CapsNet Tweak

    2018-05-18

    CapsNet Tweak 1.0 (1)

    Update on: 2018-05-18

    Requires Android: Android 5.0+ (Lollipop, API 21)

    Signature: fdea1f2586bfb9878bf78441e5d831b084d24539 CapsNet Tweak 1.0(1) safe verified

    File SHA1: 9e815c6b8dc3e8672b2b0163590fd11dfb1bb8dc

    File Size: 24.4 MB

    Download

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