legood

legoblocks_od

Object Detection

legoblocks_od Image Dataset

v1

2024-01-04 3:04pm

Generated on Jan 4, 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 87%
439Images
Valid Set 8%
42Images
Test Set 4%
21Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -8° and +8°
Grayscale: Apply to 15% of images
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legoblocks-dR3e
679 images
Lego
60 images