Dataset Versions

v51

2023-08-17 3:36pm

Generated on Aug 17, 2023

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 56%
1116Images
Valid Set 9%
172Images
Test Set 36%
712Images

Preprocessing

Resize: Stretch to 1200x1200
Tile: 2 rows x 2 columns
Modify Classes: 9 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical

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