UNET: The __init__ method defines the network architecture with features specifying the number of channels at each level. forward method passes the input image through the encoder, bottleneck, and ...

This repository contains 1D and 2D Signal Segmentation Model Builder for UNet and several of its variants developed in KERAS-Tensorflow. The code supports Deep Supervision, Autoencoder mode and other ...

Brain tumor is a common type of tumor, which is extremely hazardous to human health. MRI is the most widely used non-invasive imaging tool for diagnosing brain tumors. Accurate segmentation of lesion ...