Unit Detection

Meter Unit Reading

Object Detection

Meter Unit Reading Image Dataset

v11

2024-04-13 9:23am

Generated on Apr 13, 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 82%
3364Images
Valid Set 11%
457Images
Test Set 6%
261Images

Preprocessing

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

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±5° Horizontal, ±5° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels