WildFireProject

try20

Object Detection

try20 Image Dataset

v13

2024-05-17 11:46am

Generated on May 17, 2024

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 82%
4062Images
Valid Set 11%
544Images
Test Set 6%
318Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -15% and +15%
Exposure: Between -14% and +14%
fire-smoke-iy6P-fire-smoke-epR2-fire-smoke-NbPT-fire-3Vu9-fire-smoke-hwvT-fire-smoke-ZwBO-fire-smoke-iy6P-fire-smoke-epR2-fire-smoke-NbPT-fire-RYrK-nHR3
1669 images
fire-smoke-iy6P-fire-smoke-epR2-fire-smoke-NbPT-fire-3Vu9-fire-smoke-hwvT-fire-smoke-ZwBO-fire-smoke-iy6P-fire-smoke-epR2-fire-smoke-NbPT-fire-RYrK
1680 images
fire-smoke-HSe3-fire-smoke-1u5m
1560 images