Dataset Versions

v1

2023-02-23 1:10pm

Generated on Feb 23, 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 87%
234Images
Valid Set 7%
19Images
Test Set 6%
15Images

Preprocessing

Resize: Stretch to 445x320

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Brightness: Between -30% and +30%
Exposure: Between -30% and +30%
Noise: Up to 6% of pixels

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