Project for Introduction to Neural Networks classes @ UST AGH in Cracow that aims to create a CNN able to proceed Aesthetics (concerning composition) regression of given images.
Files:
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preprocessing.ipynb
- file dedicated to preprocess raw dataset and to produce proper "labels" file
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Ratajczyk_approach_1.ipynb
- file with failed attempt to cache images
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Ratajczyk_approach_2.ipynb
- initial tests on reduced dataset
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Ratajczyk_final_approach.ipynb
- final tests for full-scale dataset
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AestheticaeEstimation_Ratajczyk.pdf
- brief summary of experiments that have been conducted
- result highlight.
Should you have any doubts please contact me directly via email: