Test

Lego Dataset

Object Detection

Lego Dataset Image Dataset

v1

2022-09-29 12:03am

Generated on Sep 28, 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 86%
143Images
Valid Set 9%
15Images
Test Set 5%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Lego
108 images
Lego
132 images
cube-pyramid-cylinder-star
515 images