Brain Tumour Detection ๐Ÿง ๐Ÿ”

Object Detection

Dataset Versions

v1

2023-11-17 11:22pm

Generated on Nov 18, 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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Dataset Split

Train Set 88%
123Images
Valid Set 9%
12Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90ยฐ Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Hue: Between -25ยฐ and +25ยฐ
Exposure: Between -10% and +10%

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