MicrobeTracker

YOLO_TD 2

Object Detection

YOLO_TD 2 Image Dataset

v2

YOLO_TD2_2

Generated on Feb 29, 2024

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

Train Set 87%
1185Images
Valid Set 8%
113Images
Test Set 4%
59Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between 0% and +24%
Exposure: Between -11% and +11%
Noise: Up to 1.17% of pixels