Northeast Electric Power University

lei

Object Detection

lei Image Dataset

v20

2024-04-25 7:27pm

Generated on Apr 25, 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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 84%
1012Images
Valid Set 16%
198Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical