Jankiben Riteshbhai

Mobile_UI_Elements_Detection

Object Detection

Mobile_UI_Elements_Detection Image Dataset

v2

2023-09-15 12:03pm

Generated on Sep 15, 2023

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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 86%
24Images
Valid Set 11%
3Images
Test Set 4%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -57° and +57°
Brightness: Between -25% and +25%