FOR 2021

lego_gpu

Object Detection

lego_gpu Image Dataset

v1

lego_29_4_22

Generated on Apr 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 70%
5758Images
Valid Set 20%
1645Images
Test Set 10%
823Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x420

Augmentations

No augmentations were applied.