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Alcuni notebook di reti neurali convoluzionali con Tensorflow, Keras e TFlite per la riproduzione di alcuni layers utilizzati in GoogleNet e SqueezeNet rispetto a classificazioni binarie di immagini

License: MIT License

Jupyter Notebook 100.00%
dnn googlenet squeezenet tensorflow keras tensorflowlite deeplearning ml ia

deeplearningnotebooks's Introduction

DeepLearningNotebooks

Il training per ogni modello è stato effettuato con un numero di epoche molto limitato (non sufficiente), lo scopo dei notebooks è solo quello di velocizzare la scrittura di codice ad hoc per poi rifare il training adeguato.

TENSORFLOW LITE
TENSORFLOW
KERAS


Env Setting

Test on Keras functionality

How to increase Dataset dimensionality

Dataset Preview

CNN Keras implemetation

Inception GoogleNet module Keras implemetation

SqueezeNet Keras implemetation

Optimization

How to convert Keras Model to Tensorflow Lite Model

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