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

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