Northeast Electric Power University

lei

Object Detection

lei Image Dataset

v9

2022-12-13 9:25pm

Generated on Dec 13, 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.
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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 76%
1183Images
Valid Set 24%
369Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°