Dataset Versions

v14

FC24v1

Generated on Oct 10, 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.
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Dataset Split

Train Set 90%
321Images
Valid Set 10%
34Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x180
Grayscale: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 1px