frc crescendo 2024

note detection

Object Detection

note detection Image Dataset

v5

2024-01-09 8:15pm

Generated on Jan 9, 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 90%
9465Images
Valid Set 8%
853Images
Test Set 2%
212Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Saturation: Between -31% and +31%
Brightness: Between -20% and +20%
Blur: Up to 1.4px
Noise: Up to 0.18% of pixels
game-piece-robot-camera-19-negative-example-random-img-negative-examples
5126 images
props
547 images