Dataset Versions

v18

Tiled Image v3 - Large

Generated on Feb 22, 2024

Popular Download Formats

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 96%
4768Images
Valid Set 4%
176Images
Test Set 1%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -6° and +6°