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Abiotic Stress Detection In Banana Plants

Itamar Gozlan

Supervised by Alon Zvirin and Yaron Honen

Abstract

The banana plants are very important and are a big part of the nutrition of many parts of the world.
More than 100 billion bananas are eaten every year in the world, making them the most popular agricultural product.
4 different qualities of treatment were applied and documented by a picture in a sequence of 17 days.
In the following project, we will try to distinguish between 4 kinds of Banana treatments by
observing the pictures only.
We will use augmentations and introduce a novel specific data augmentation that is targeted for
our dataset.
We will try to give our classifier an expert's capability since the differences are not notable and
might not be observable to the common viewer.

Pictures
Project Abiotic Stress Detection In Banana Plants Picture 1
Project Abiotic Stress Detection In Banana Plants Picture 2
Project Abiotic Stress Detection In Banana Plants Picture 3
Final Presentation

Please, see final presentation.

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