SemiSA

This is a deep learning model for segmenting Scanning Acoustic Tomography images of Semiconductor Devices.

Libraries Requirement

This project depends on the following libraries:

• Python_requires>=3.9
• Monai
• Scikit-image
• SimpleITK>=2.2.1
• Nibabel
• Tqdm
• Scipy
• Opencv-python
• Ipywidgets
• Onnx
• Onnxruntime

Training

Download SAM checkpoint and place it at work_dir/SAM/

python train.py

GUI

Install C++ and C#

python gui.py

Result

Acknowledgements

• We appreciate Meta AI for publicly sharing the source code SAM for the Segment Anything model.
• Any ideas on updating or misunderstanding, please send me an email: havuthithu96@gmail.com