Unet

segmentation_models.pytorchPython

A PyTorch library providing 12+ semantic segmentation model architectures with 800+ pretrained convolutional and transformer-based encoders.

segmentation_modelsPython

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

U-NetPython

A U-Net implementation for brain tumor segmentation using the BRATS 2017 dataset with data augmentation and dice loss.

PlantSegPython

A tool for cell instance aware segmentation in densely packed 3D volumetric images, originally developed for plant tissues.

open-solution-salt-identificationPython

An open-source benchmark solution for the Kaggle TGS Salt Identification Challenge using semantic segmentation.

open-solution-ship-detectionPython

An open-source solution for the Airbus Ship Detection Challenge, providing a benchmark and base for ship detection in satellite imagery.

TF-UnetJupyter Notebook

A general-purpose U-Net implementation in Keras for image segmentation tasks.