YOLO

Screen

Object Detection

Screen Image Dataset

v4

2022-07-13 12:33pm

Generated on Jul 13, 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 87%
82Images
Valid Set 9%
8Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Exposure: Between -25% and +25%
Screens
171 images
Screen
426 images
-laundry-clothes-coat-shorts
39 images
red-squares
495 images
robots
100 images