Vineyard

vine-shoots-detection-new

Object Detection

vine-shoots-detection-new Image Dataset

v2

5x_4var_512px

Generated on Sep 8, 2021

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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 92%
834Images
Valid Set 5%
47Images
Test Set 3%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 5
Flip: Horizontal
Rotation: Between -5° and +5°
Brightness: Between -20% and +20%
Blur: Up to 1px