ber.mupe@gmail.com

KAGGLE_FIRE

Object Detection

KAGGLE_FIRE Image Dataset

v3

Smoke-Fire-2021-09-28 9:05am

Generated on Sep 28, 2021

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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.
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Dataset Split

Train Set 80%
3810Images
Valid Set 13%
615Images
Test Set 7%
308Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
cctv-fire
979 images
btg
fire-spark-small_fire
1685 images
fire-smoke-nonfire
1290 images