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Added Data Augmentation Techniques #312

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merged 5 commits into from
Oct 11, 2023
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gr1nd3lw4ld
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The following techniques have been added to the current data augmentation process:

  • Scaling
  • Color Channel Swapping
  • Adding Random Noise And Blurring
  • Adding Salt and pepper Noise
  • Randomly Rotating And Zooming
  • Randomly Dropping Color Channels
  • Cutout with random erasing
  • Geometric Transformations
  • Local Pixelization
  • Shadow, Glare, Fog effects
  • Local Distortion
  • Perspective Cropping

The addition of these techniques will help to increase the diversity and complexity of the data, which in turn will lead to improved performance of the model.

@arshadpatel2001 arshadpatel2001 merged commit 30d9df0 into openMF:master Oct 11, 2023
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2 participants