gastric cancer detection using colonoscopy videos

Object Detection

Dataset Versions

v2

2023-03-22 1:55pm

Generated on Mar 22, 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 91%
1094Images
Valid Set 5%
55Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 410x410

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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