Dataset Versions

v9

2023-11-15 10:07am

Generated on Nov 15, 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.
Other Formats
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Dataset Split

Train Set 75%
1221Images
Valid Set 17%
284Images
Test Set 7%
119Images

Preprocessing

Static Crop: 0-100% Horizontal Region, 0-50% Vertical Region
Resize: Stretch to 1376x766
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Bounding Box: Blur: Up to 0.25px

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