Dataset Versions

v1

2024-10-14 11:32am

Generated on Oct 14, 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.
Other Formats
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Dataset Split

Train Set 93%
54Images
Valid Set 5%
3Images
Test Set 2%
1Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Hue: Between -9° and +9°
Saturation: Between -12% and +12%
Brightness: Between -7% and +7%
Exposure: Between -9% and +9%
Noise: Up to 0.14% of pixels

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