Dataset Versions

v3

2024-07-17 7:37am

Generated on Jul 17, 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 88%
6150Images
Valid Set 8%
575Images
Test Set 4%
300Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 5 rows x 5 columns

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Exposure: Between -14% and +14%
Mosaic: Applied
Bounding Box: Blur: Up to 1.2px

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