pupm

Pot and Mag Original

Object Detection

Pot and Mag Original Image Dataset

v1

potmagv1

Generated on Jul 12, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 91%
591Images
Valid Set 4%
24Images
Test Set 6%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 10% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -15° and +15°
nutrient-deficiencies
142 images
nutrient-level
723 images
Nutrient-Levels
1086 images
Deficiency
666 images
defs
386 images