unet-architecture

There are 4 repositories under unet-architecture topic.

  • shalabh147/Brain-Tumor-Segmentation-and-Survival-Prediction-using-Deep-Neural-Networks

    Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.

    Language:Jupyter Notebook1648544

  • kzaleskaa/depth-estimation-with-compression

    Development of a depth estimation model based on a UNET architecture - connection of Bi-directional Feature Pyramid Network (BIFPN) and EfficientNet.

    Language:Python2100

  • smalldan1022/Unet

    This is a tensorflow 2.2 version Unet, for the purpose of using Unet with a new version of tensorflow.

    Language:Python1100
  • Retina_Blood_Vessel_Segmentation

    YoussefAboelwafa/Retina_Blood_Vessel_Segmentation

    The project involves using a dataset of 100 high-resolution retinal fundus images for blood vessel segmentation to aid in early detection of retinal pathologies | Implemented U-Net architecture from scratch, known for its efficiency in semantic segmentation with limited data | The final model achieved 86% IoU score | PyTorch Lightning

    Language:Python1200