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Correct available models in documentation
Updated the documentation to reflect the correct number of segmentation models and added details for the new low-resolution models.
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doc/documentation.md

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@@ -111,14 +111,16 @@ CochleaNet's functionality is implemented in the `flamingo_tools` python library
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## Available Models
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CochleaNet provides five different models:
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CochleaNet provides four different segmentation models:
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- `SGN`: for segmenting spiral ganglion neurons (SGNs) in high-resolution, isotropic light-sheet microscopy data.
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- This model was trained on image data with parvalbumin (PV) stain, with a voxel size of 0.38 micrometer.
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- `IHC`: for segmenting inner hair cells (IHCs) in high-resolution, isotropic light-sheet microscopy data.
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- This model was trained on image data with Vglut3 stain, with a voxel size of 0.38 micrometer.
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- `Synapses`: for detecting afferent ribbon synapses in high-resolution isotropic light-sheet microscopy data.
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- This model was trained on image data with CtBP2 stain, with a voxel size of 0.38 micrometer.
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- `SGN-lowres`: for segmenting SGNS in lower-resolution, anisotropic light-sheet microscopy data.
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- `SGN-lowres`: for segmenting SGNs in lower-resolution, anisotropic light-sheet microscopy data.
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- This model was trained on image data with PV stain, with a voxel size of 0.76 X 0.76 X 3.0 micrometer.
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- `SGN-lowres`: for segmenting SGNS in lower-resolution, anisotropic light-sheet microscopy data.
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- `IHC-lowres`: for segmenting IHCs in lower-resolution, anisotropic light-sheet microscopy data.
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- This model was trained on image data with Myosin VIIa stain, with a voxel size of 0.76 X 0.76 X 3.0 micrometer.
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It provides one detection model:
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- `Synapses`: for detecting afferent ribbon synapses in high-resolution isotropic light-sheet microscopy data.
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- This model was trained on image data with CtBP2 stain, with a voxel size of 0.38 micrometer.

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