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thyroid-pointrend-semantic
Hai2412/thyroid-pointrend-semantic
thyroid-pointrend-semantic is a machine learning model from Hai2412. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for detectron2.
This model is a PointRend-based semantic segmentation checkpoint fine-tuned for thyroid lesion mask prediction.
Access
Public
Updated Apr 17, 2026
Repo size
382 MB
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Repo makeup
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.pth382 MB · 100%
At a glance
- Library
- detectron2
- Access
- Public
- Created
- Apr 17, 2026
- Updated
- Apr 17, 2026
- SHA
- 642d8b89
Model card
From the Hugging Face model README
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 checkpointtest_summary_iou_dice.txt: evaluation summarymetrics.json: training/evaluation log from output directory
Notes
- This repo is private as requested.
- Data and labels are not included.
- Library
- detectron2
- Created
- Apr 17, 2026
- Updated
- Apr 17, 2026