Dataset Versions

v12

2023-08-05 6:42pm

Generated on Aug 5, 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 87%
6372Images
Valid Set 9%
648Images
Test Set 4%
324Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x360
Tile: 3 rows x 3 columns
Modify Classes: 0 remapped, 7 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Flip: Horizontal, Vertical

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