StudentWork

Fire

Object Detection

Fire Image Dataset

v2

2023-10-27 7:53pm

Generated on Oct 27, 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 70%
4264Images
Valid Set 20%
1190Images
Test Set 10%
608Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

No augmentations were applied.
Fire-Smokes
4323 images
smoke-Fire-fire-fire-smoke
5803 images
fire-smoke
10000 images
FDS
fire-smoke-DJcF
10000 images