Practice

Search Button

Object Detection

Search Button Image Dataset

v2

2023-08-16 1:06pm

Generated on Aug 16, 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.
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Dataset Split

Train Set 88%
231Images
Valid Set 8%
22Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Flip: Horizontal
Bounding Box: Noise: Up to 3% of pixels
CTS
web-detection
110 images
edittextfield
168 images
textbuttons
150 images
burgermenuclosebutton
101 images