Dataset Versions

v4

2024-12-23 3:06pm

Generated on Dec 23, 2024

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 86%
1101Images
Valid Set 9%
120Images
Test Set 5%
58Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: fire
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

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

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