Dataset Versions

v8

2023-11-13 5:03pm

Generated on Nov 13, 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.
Other Formats
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Dataset Split

Train Set 92%
1356Images
Valid Set 5%
70Images
Test Set 4%
52Images

Preprocessing

Static Crop: 5-95% Horizontal Region, 10-95% Vertical Region
Resize: Stretch to 1280x640
Tile: 1 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between 0% and +25%
Blur: Up to 0.5px
Noise: Up to 1% of pixels