Dataset Versions

v11

2022-09-23 7:08am

Generated on Sep 22, 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 92%
148Images
Valid Set 4%
6Images
Test Set 4%
7Images

Preprocessing

Static Crop: 0-100% Horizontal Region, 55-66% Vertical Region
Resize: Stretch to 256x192
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Blur: Up to 1.5px
Bounding Box: Blur: Up to 1px