Dataset Versions

v16

2023-04-23 12:00pm

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 88%
180Images
Valid Set 12%
25Images
Test Set %
0Images

Preprocessing

Modify Classes: 11 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Blur: Up to 5px
Noise: Up to 2% of pixels

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