Annotated Fire

Fire_Dataset_v1

Object Detection

Fire_Dataset_v1 Image Dataset

v1

2022-03-24 12:10pm

Generated on Mar 24, 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 96%
17951Images
Valid Set 3%
487Images
Test Set 1%
270Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 608x608
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Rotation: Between -20° and +20°