1

Object Detection

1 Image Dataset

v8

2022-11-17 10:51pm

Generated on Nov 17, 2022

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 80%
4663Images
Valid Set 20%
1148Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Saturation: Between -30% and +30%
Bounding Box: Noise: Up to 1% of pixels
fire-smoke
5366 images
fire
5158 images
forest-fire
1429 images
111
xxx
6359 images
smoke-fire-smoke-iy6P-fire-smoke-epR2-fire-smoke-NbPT-fire
2134 images