NicholasDelgado

Lego Sorter

Object Detection

Lego Sorter Image Dataset

v9

2023-04-28 2:57pm

Generated on Apr 28, 2023

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 87%
3524Images
Valid Set 8%
344Images
Test Set 4%
182Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 11 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -19° and +19°