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Where exactly is the card in this photo? Image segmentation model inside a maxed-out lambda container

A crooked phone photo goes in, a clean straight card image comes out - no GPU, and nothing running when nobody uploads. It runs on the biggest lambda AWS sells, and the biggest is not the same as…

  • BiRefNet-General-Lite model used for image segmentation
  • Memory constraints addressed by reducing container memory and resizing images
  • Model chosen for efficient CPU-based segmentation in Lambda container

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