R2D2

Object Detection

R2D2 Image Dataset

v4

2023-11-01 2:17pm

Generated on Nov 1, 2023

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Pascal VOC XML
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Dataset Split

Train Set 87%
117Images
Valid Set 9%
12Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Noise: Up to 5% of pixels