PU26

Wildfire Detection

Object Detection

Wildfire Detection Image Dataset

v2

2023-04-22 11:10pm

Generated on Apr 23, 2023

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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 29%
100Images
Valid Set 14%
50Images
Test Set 57%
200Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.
Contains-Wildfire
550 images
NA1
smoke
2050 images
-fire-smoke-
4470 images
ABC
fire-smoke
5815 images