UNet-Segmentation-in-Keras-TensorFlow icon indicating copy to clipboard operation
UNet-Segmentation-in-Keras-TensorFlow copied to clipboard

UNet is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in...

U-Net Segmentation in Keras TensorFlow

U-Net is a fully convolutional network(FCN) that does image segmentation. Its goal is to predict each pixel's class. It is built upon the FCN and modified in a way that it yields better segmentation in medical imaging.

  • Arxiv Link: https://arxiv.org/abs/1505.04597
  • YouTube Video: https://youtu.be/M3EZS__Z_XE
  • Blog Post: https://idiotdeveloper.com/unet-segmentation-in-tensorflow/

Architecture

U-Net Architecture
U-Net Architecture