/Data-Augmentation-for-Object-Detection

Data Augmentation For Object Detection using Deep Learning with PyTorch

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Data-Augmentation-for-Object-Detection

Data Augmentation For Object Detection using Pytorch and PIL (image from VOC dataset)

  • Adjust Contrast
  • Adjust Brightness
  • Adjust saturation
  • Lighting Noise
  • Flip
  • Rotate
  • Random crop
  • Zoom out (expand image)
  • Rotate only bouding box (optional)
  • Cutout
  • Mixup