Image Augmentation with Keras using Tensorflow Object Detection API - Part II

Publicado em: 21 Fevereiro 2021
no canal de: CODE MENTAL

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#tensorflow #objectdetectionapi #objectdetection #ai #machinelearning #python #gpu #nvidia #madewithtf

Can I teach an AI model using Tensorflow Object Detection API, how to identify the theme of a painting?

The only way to find out is by trying! And I think you might be surprised by the outcome of this experiment.

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TIMESTAMPS

0:00 Creating the model - sigmoid function
2:55 Compiling the model - binary cross entropy
3:12 The model summary
3:30 Training my first Tensorflow model - Poor results - It shows that it is overfitting
5:32 Using Keras Image Augmentation to increase size of training data
7:30 Training the model with Image augmentation shows improvements

RESOURCES:

https://spltech.co.uk/tensorflow-obje...

https://github.com/armindocachada/ten...

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