WildFireProject

ttrryy 3lz **

Object Detection

ttrryy 3lz ** Image Dataset

v2

2024-04-05 12:08pm

Generated on Apr 5, 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 88%
3450Images
Valid Set 8%
314Images
Test Set 4%
158Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
fire-smoke-iy6P-fire-smoke-epR2-fire-smoke-NbPT-fire
1620 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-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