Dataset Versions

v8

2023-06-10 12:12pm

Generated on Jun 10, 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 65%
4503Images
Valid Set 17%
1185Images
Test Set 17%
1193Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%
Blur: Up to 0.75px
Noise: Up to 5% of pixels

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