colonoscopy

gastric cancer detection using colonoscopy videos

Object Detection

gastric cancer detection using colonoscopy videos Image Dataset

v3

2023-03-22 2:16pm

Generated on Mar 22, 2023

Popular Download Formats

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.
Other Formats
Choose another format.

Dataset Split

Train Set 91%
1100Images
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