Rashen

detect missing insulation

Object Detection

detect missing insulation Image Dataset

v15

2023-09-26 10:52am

Generated on Sep 26, 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.
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Dataset Split

Train Set 88%
858Images
Valid Set 7%
69Images
Test Set 4%
43Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -65% and +65%
Exposure: Between -16% and +16%