Dataset Versions

v1

2023-04-28 3:33pm

Generated on Apr 28, 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 99%
594Images
Valid Set 1%
8Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1240x640

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -25% and +25%

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