Dataset Versions

v1

2023-12-16 11:00am

Generated on Dec 16, 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 88%
36Images
Valid Set 7%
3Images
Test Set 5%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Rotation: Between -16° and +16°
Exposure: Between -0% and +0%
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 0% Maximum Zoom
Bounding Box: Rotation: Between -16° and +16°
Bounding Box: Exposure: Between -0% and +0%