Dataset Versions

v1

2024-06-03 12:18am

Generated on Jun 2, 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.
Other Formats
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Dataset Split

Train Set 88%
93Images
Valid Set 8%
9Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1180x800

Augmentations

Outputs per training example: 3
Bounding Box: Crop: 0% Minimum Zoom, 1% Maximum Zoom
Bounding Box: Rotation: Between -1° and +1°
Bounding Box: Brightness: Between -1% and +1%
Bounding Box: Exposure: Between -1% and +1%