workflowaugmentation

webpages

Object Detection

webpages Image Dataset

v6

2023-11-25 9:42pm

Generated on Nov 26, 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.
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Dataset Split

Train Set 95%
528Images
Valid Set 3%
15Images
Test Set 2%
11Images

Preprocessing

Modify Classes: 54 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 2% of pixels