Universitas Syiah Kuala

Color Detection v2

Object Detection

Color Detection v2 Image Dataset

v3

2024-01-05 4:01pm

Generated on Jan 5, 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 76%
585Images
Valid Set 15%
115Images
Test Set 8%
65Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±12° Horizontal, ±6° Vertical
Blur: Up to 1.4px
Noise: Up to 0.1% of pixels