v11

2023-05-05 10:09am

Generated on May 5, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 90%
267Images
Valid Set 10%
29Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Noise: Up to 3% of pixels
PS
pattern
413 images
BIM
elements
3439 images
fire_sprinkler-door-Smoke_detec
69 images
Floorplan-text-sliced
412 images