marker Dataset

v5

2023-07-17 5:04pm

Generated on Jul 17, 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 86%
675Images
Valid Set 14%
114Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±24° Horizontal, ±24° Vertical
Hue: Between -50° and +50°
Saturation: Between -32% and +32%
Noise: Up to 7% of pixels
Mosaic: Applied
Marker1
393 images
laser-and-cross-center
2328 images