Dataset Versions

v3

Painted_Truss_Aug

Generated on Jan 17, 2022

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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 94%
1435Images
Valid Set 4%
58Images
Test Set 2%
29Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 7
Grayscale: Apply to 24% of images
Hue: Between -100° and +100°
Saturation: Between -60% and +60%

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