Synonyms
Artificial intelligence

Nuclei Segmentation (ilastik)

Description

NEUBIAS-WG5 workflow for nuclei segmentation using ilastik v1.3.2 and Python post-processing.

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Nuclei Segmentation (Mask-RCNN)

Description

NEUBIAS-WG5 workflow for nuclei segmentation using Mask-RCNN. The workflow uses Matterport Mask-RCNN. Keras implementation. The model was trained with Kaggle 2018 Data Science Bowl images.

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Landmark detection DMBL model prediction

Description

This workflow predict landmark positions on images by using DMBL landmark detection models.

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sumproduct

Description

An implementation of Belief Propagation for factor graphs, also known as the sum-product algorithm

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Landmark detection LC models prediction

Description

This workflow predict landmark positions on images by using LC landmark detection models.

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Landmark detection LC models training

Description

This workflow trains LC landmark detection models from a dataset of annotated images.

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Landmark detection MSET models prediction

Description

This workflow predict landmark positions on images by using MSET landmark detection models.

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PyTorch

Description

PyTorch is an open-source machine learning library for Python, based on Torch, used for applications such as natural language processing.

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