IA

V2 Section detection

Object Detection

V2 Section detection Image Dataset

v2

2024-04-18 10:30am

Generated on Apr 18, 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 95%
2991Images
Valid Set 2%
50Images
Test Set 3%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1.5px