Dataset Versions

v8

2022-01-27 6:58pm

Generated on Jan 27, 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 78%
1905Images
Valid Set %
0Images
Test Set 22%
547Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 30% of images
Exposure: Between -25% and +25%
Noise: Up to 2% of pixels

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