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box_detection

Object Detection

box_detection Image Dataset

v1

2021-09-29 1:51pm

Generated on Sep 29, 2021

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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%
5508Images
Valid Set 8%
529Images
Test Set 4%
264Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -17° and +17°
Blur: Up to 1px