Dataset Versions

v17

rbpms 150 epoch

Generated on Aug 9, 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 89%
678Images
Valid Set 7%
55Images
Test Set 3%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 860x640
Grayscale: Applied
Filter by Tag: 1 required, 1 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°

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