Fire Extinguisher Pressure Gauge Detection

Object Detection

Dataset Versions

v6

2023-10-13 4:51pm

Generated on Oct 13, 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.
CreateML JSON
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Dataset Split

Train Set 88%
1332Images
Valid Set 8%
126Images
Test Set 4%
64Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -31% and +31%
Brightness: Between -28% and +28%
Exposure: Between -27% and +27%
Blur: Up to 0.5px
Bounding Box: Brightness: Between -36% and +36%

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