[D] Improvements/alternatives to U-net for medical images segmentation?

• segmentation_models.pytorch

  14 8,800 2.8 Python

  Segmentation models with pretrained backbones. PyTorch.

SMP offers a wide variety of segmentation models with the option to use pre-trained weights.

• nnUNet

  11 5,019 9.0 Python
  

I would also try the nnU-Net which should give state-of-the-art performance, and so will give you a good idea of what's possible with the dataset that you have: https://github.com/MIC-DKFZ/nnUNet

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

Suggest a related project