Wuhan University

smoke

Object Detection

smoke Image Dataset

v1

2023-09-14 3:17pm

Generated on Sep 14, 2023

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 87%
20970Images
Valid Set 8%
2000Images
Test Set 4%
1000Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels
fire-smoke
9521 images
smoke-Fire-fire-smoke-v22-v21-fire-smoke
8974 images
fire-smoke-fire-smoke-Onob-HjhG-BVWN-Yxgb-GFws-Sc0u
7683 images
fire-smoke-Onob-HjhG-utSn-fire-smoke-fire-smoke-Onob-HjhG-BVWN-Yxgb-GFws-d3KI-tG6I-l2gx-U9aB
9584 images