Two beautiful photos blended together into a work of art, automatically created by computer:
Two beautiful photos blended together into a work of art, automatically created by computer: |
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The second, and much bigger problem, was that when we trianed the machine learning model, it did not know it was looking at double exposure images. It treats this task the same, for example, as if it was trying to learn how to recognize dogs vs cats. It looks at the photos in each category and tries to learn the difference. But it is not really looking at the blending part, because it has no idea what that is. As an example, if the "good" training set happened to have more photos with oceans/lakes in it, then the ML model would consier almost any photo with an ocean or lake in it to be a good photo. But that really has nothing to do with photo blending or even the quality of the photo. |