CellMap Project Team

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1. dacapo dacapo Public

   A framework for easy application of established machine learning techniques on large, multi-dimensional images.

   Python 61 13

2. cellmap-models cellmap-models Public

   Repository of model architectures and network weights used for CellMap segmentations.

   Python 13 1

3. cellmap-data cellmap-data Public

   Utility for loading CellMap data for machine learning training, utilizing PyTorch, TensorStore, Xarray, and PyDantic.

   Python 8 3

4. cellmap-segmentation-challenge cellmap-segmentation-challenge Public

   Repository of scripts to facilitate participation in CellMap's segmentation challenge. This includes downloading data, simple setups for training 2D and 3D models, workflows for prediction and post…

   Python 43 16

5. LeibNetz LeibNetz Public

   A lightweight and modular library for rapidly developing and constructing PyTorch models deep learning.

   Python 2