README.md

metadata

tags:
  - detectron2
  - pointrend
  - semantic-segmentation
  - medical-imaging
  - thyroid
library_name: detectron2

Thyroid PointRend Semantic Segmentation

This model is a PointRend-based semantic segmentation checkpoint fine-tuned for thyroid lesion mask prediction.

Base Framework

• Detectron2 PointRend
• Custom semantic segmentation fine-tuning workflow in projects/PointRend/inference_thyroid.ipynb

Test Metrics (ThyroidXL test split)

• num_images: 2094
• mean_iou: 0.742992
• mean_dice: 0.835550
• micro_iou: 0.777697
• micro_dice: 0.874949

Inference Settings Used For Export

• subdivision_steps: 7
• subdivision_num_points: 224 * 224

Files

• model_final.pth: fine-tuned checkpoint
• test_summary_iou_dice.txt: evaluation summary
• metrics.json: training/evaluation log from output directory

Notes

• This repo is private as requested.
• Data and labels are not included.