Dataset Versions

v13

2022-04-09 10:05am

Generated on Apr 9, 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 85%
255Images
Valid Set 7%
20Images
Test Set 8%
25Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -32° and +32°
Brightness: Between -25% and +25%
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 15% Maximum Zoom

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