123

new

Object Detection

new Image Dataset

v8

2022-12-01 3:30pm

Generated on Dec 1, 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 100%
9793Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Cutout: 3 boxes with 10% size each
Mosaic: Applied
1
fire-smoke
5811 images
fire-smoke
5366 images
111
xxx
6359 images