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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

I wrote a repo:Implementation of Single Shot MultiBox Detector (SSD) using some data augmentation strategies. Check it out!