Dataset Versions

v5

2023-03-27 5:04pm

Generated on Mar 27, 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 92%
24792Images
Valid Set 8%
2064Images
Test Set 0%
24Images

Preprocessing

Tile: 2 rows x 4 columns

Augmentations

Outputs per training example: 3
Flip: Vertical
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%

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