smokerdetect

smoker_detect

Object Detection

smoker_detect Image Dataset

v7

2023-03-07 10:42am

Generated on Mar 7, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 91%
19881Images
Valid Set 4%
881Images
Test Set 5%
1197Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 500x500
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -30° and +30°
Saturation: Between -40% and +40%
Exposure: Between -20% and +20%
Mosaic: Applied