Dataset Versions

v8

2022-01-04 9:53pm-All-Modifications

Generated on Jan 4, 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.
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Dataset Split

Train Set 70%
644Images
Valid Set 20%
184Images
Test Set 10%
92Images

Preprocessing

Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 1
Grayscale: Apply to 70% of images
Brightness: Between -50% and +50%
Noise: Up to 10% of pixels

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