Dataset Versions

v4

2023-04-23 5:47pm

Generated on Apr 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 98%
6225Images
Valid Set 2%
109Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 2% of pixels
Mosaic: Applied

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