Pieczki

white_boards

Object Detection

white_boards Image Dataset

v5

2024-06-06 5:13am

Generated on Jun 6, 2024

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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 94%
978Images
Valid Set 6%
66Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 41% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px