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paintDetect

A repo for the development of automatic UNet based segmentation of bee images

Based on milesial/Pytorch-UNet/ Used to train models for paint detection and mask generation on training dataset of 192 image/mask combos.

Sample prediction:

  • Image name: f17x2022_06_28.mp4.track000206.frame006589.jpg
  • Dice coefficient: 0.9417218543046357

Green = True Mask, Blue = Predicted Mask, Red = Overlap

Training visualized using the weights and balances library and web api:

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