Dataset Versions

v4

2024-03-26 2:35pm

Generated on Mar 26, 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 95%
9410Images
Valid Set 5%
500Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Mosaic: Applied
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Noise: Up to 0.22% of pixels

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