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