Dataset Versions

v1

2023-12-05 1:56pm

Generated on Dec 5, 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 94%
1629Images
Valid Set 6%
99Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 19% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 15% Maximum Zoom

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