Nuclei-Segmentation

Segment Nuclei from Medical Images using U-Net

Requirement

• Opencv
• Python 3.6
• Tensorflow
• Keras (Tf backend)

Data

The data used for training is from https://www.kaggle.com/c/data-science-bowl-2018/data

How To Use

• Simply run nuclei-segmentation.py
• Image should be in .png format
• Accuracy is about 94.8%

About

Unet is an auto-encoder used with medical image. I have used it for semantic segmentation and results are quite good.

Sample Prediction

---

Test Image

Prediction