Northeast Electric Power University

lei

Object Detection

lei Image Dataset

v19

2023-12-19 3:14pm

Generated on Dec 19, 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.
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Dataset Split

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

Preprocessing

Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 3% of pixels