marbleyolov8

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marble_new

Object Detection

marble_new Image Dataset

Try Pre-Trained Model
Versions
2023-09-26 12:14am
v1
Sep 25, 2023
v1

2023-09-26 12:14am

Generated on Sep 25, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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451 Total Images

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Dataset Split

Train Set 82%
372Images
Valid Set 12%
53Images
Test Set 6%
26Images

Preprocessing

Resize: Stretch to 1500x1000
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 10% Minimum Zoom, 52% Maximum Zoom
Rotation: Between -45° and +45°
Noise: Up to 1% of pixels