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brats_2023

Instance Segmentation

brats_2023 Image Dataset

Versions
2024-06-22 1:46pm
v1
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8 days ago
v1

2024-06-22 1:46pm

Generated on Jun 22, 2024
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15748 Total Images

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Dataset Split

Train Set 87%
13776Images
Valid Set 8%
1315Images
Test Set 4%
657Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.3% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 0.1% of pixels