hanyang university

firedataset1

Object Detection

firedataset1 Image Dataset

v3

2022-11-07 8:23pm

Generated on Nov 7, 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 86%
2528Images
Valid Set 9%
268Images
Test Set 5%
145Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Cutout: 3 boxes with 10% size each
Mosaic: Applied