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After the training, the results are evaluated, and minor adjustments are made to reach the final accuracy of 89%. Finally, by feeding a batch of 45 photos taken between September 2021-2022, the privacy values are exported to be used for image processing at later steps. | After the training, the results are evaluated, and minor adjustments are made to reach the final accuracy of 89%. Finally, by feeding a batch of 45 photos taken between September 2021-2022, the privacy values are exported to be used for image processing at later steps. | ||
==''Pixel Sorting Algorithm for Image Processing''== | =='''Pixel Sorting Algorithm for Image Processing'''== | ||
After trying many methods to alter the photos, such as style transfer or mapping them in a different concept like Lissajous figures, randomized geometric shapes etc. it was more appealing and fruitful to process them via the colors they already carry. | After trying many methods to alter the photos, such as style transfer or mapping them in a different concept like Lissajous figures, randomized geometric shapes etc. it was more appealing and fruitful to process them via the colors they already carry. |
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