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artwork

Object Detection

artwork Image Dataset

v1

2023-08-25 7:28pm

Generated on Aug 25, 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
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Dataset Split

Train Set 77%
150Images
Valid Set 12%
23Images
Test Set 11%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Title-of-art-masterpiece
181 images
Title-of-art-masterpiece
121 images
Title-of-art-masterpiece
977 images
Title-of-art-masterpiece
778 images
Title-of-art-masterpiece
508 images