sheetMusic

music

Object Detection

music Image Dataset

v2

2024-02-20 4:36pm

Generated on Feb 20, 2024

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 69%
54Images
Valid Set 23%
18Images
Test Set 8%
6Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 680x680

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 1px
Noise: Up to 0.1% of pixels
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