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A Buildings Doodle Classifier that identify landmarks based on user-drawn sketches, enabling real-time landmark recognition!

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Ahmad-Waseem/Yoodle

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Yoodle

A Buildings Doodle Classifier!!

Yes, added a dropdown to select a building, merely for data collection for the AI. Model will learn if image is different from selected, thus getting better and better Working on the deployment!!

How it works

Data Prep : Create Doodle like Dataset

** Find Code/DataPrep.ipynb for giving raw dataset; It will convert any image to doodle-like There are around 32 Classes of famous buildings in raw dataset DataPrep.ipynb expands them to x6, and the data-cleanup in Yoodle.ipynb clears all the files with untrainable or courrupt files It is advised to Augment the data before training for better results! **

This was a lot helpful in Dataset Creation: - https://subscription.packtpub.com/book/data/9781788396905/1/ch01lvl1sec19/image-warping

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A Buildings Doodle Classifier that identify landmarks based on user-drawn sketches, enabling real-time landmark recognition!

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