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Detection of the tip of surgical instruments in endoscopic images.

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luiscarlosgph/endotip

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Description

Given an endoscopic image and a tool-background semantic segmentation, this module detects the tooltips of the instruments.

Install from source

$ python3 setup.py install --user

Run tooltip detection

The input folder is expected to contain *.jpg images and *.png segmentation masks with suffix _seg, e.g. image.jpg and image_seg.png.

To detect the tips of the surgical instuments run:

$ python3 -m endotip.run --input-dir <path_to_input_folder> --output-dir <path_to_output_folder> --max-inst 2 --max-tips 2

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Detection of the tip of surgical instruments in endoscopic images.

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