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W9500-00951

Object Detection

W9500-00951 Image Dataset

v2

2022-01-20 11:37am

Generated on Jan 20, 2022

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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 87%
821Images
Valid Set 8%
79Images
Test Set 4%
39Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -10% and +10%
Blur: Up to 1px