Dataset Versions

v6

morning

Generated on May 16, 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%
750Images
Valid Set 9%
75Images
Test Set 5%
42Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 10% of images
Blur: Up to 1px
Bounding Box: Exposure: Between -5% and +5%
Bounding Box: Noise: Up to 1% of pixels