ECE4078 Int Robotics

Kmart photos

Object Detection

Kmart photos Image Dataset

v3

2023-09-10 3:58pm

Generated on Sep 10, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 89%
2274Images
Valid Set 7%
188Images
Test Set 4%
92Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x240

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Shear: ±11° Horizontal, ±11° Vertical
Brightness: Between -18% and +18%