trainWasteManagementModel

trainWMModel

Object Detection

trainWMModel Image Dataset

v4

2024-03-28 9:28pm

Generated on Mar 29, 2024

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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 83%
12804Images
Valid Set 12%
1783Images
Test Set 6%
897Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -14° and +14°
Exposure: Between -15% and +15%
Noise: Up to 0.5% of pixels