Dataset Versions

v1

2022-06-23 12:14pm

Generated on Jun 23, 2022

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.
Other Formats
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Dataset Split

Train Set 87%
396Images
Valid Set 8%
38Images
Test Set 4%
19Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Hue: Between -90° and +90°
Noise: Up to 7% of pixels

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