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Integrate AI models #67

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cosmin42 opened this issue Aug 4, 2024 · 0 comments
Open

Integrate AI models #67

cosmin42 opened this issue Aug 4, 2024 · 0 comments
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enhancement New feature or request
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@cosmin42
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cosmin42 commented Aug 4, 2024

Add tensorflow / other libraries to the current project.

Example of high level usecases

  1. Image enhancement: Given an image output another one which would be an improvement upon the original image.
  2. Best LUT (a): Given an image and a set of LUTs find the one that first "best".
  3. Best LUT (b): Given an image, get the LUT that would fit "best".
  4. Best layout: Given a set of images and a set of layouts (TBD how the layouts can be fed to the program) find the "best" association between the images and the collages.
  5. Face detection/segmentation: Given a set of images extract the human faces. This should result in a set of images containing the segments.
  6. Object detection and segmentation: Given an image get the pieces from the image that are separate objects.
  7. Image restoration: Given a damaged image (noisy image, image with missing parts, scratched etc) get an approximation of the original.

"best" - TBD what it means more precisely, to be researched what it means in the already existing products.

@cosmin42 cosmin42 added the enhancement New feature or request label Aug 4, 2024
@cosmin42 cosmin42 added this to the Release 0.3.0 milestone Aug 4, 2024
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