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ND-HowardGroup / SPIE-PW-2021-CNN-SR

This folder provides the code used for the deep-learning based super-resolution on fluorescence microscopy images using the small datasets
GNU General Public License v3.0
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Pre-trained Models? #1

Open Adeel-Intizar opened 3 years ago

Adeel-Intizar commented 3 years ago

Hello, thank you for your great work When will you provide pre-trained Models?

maqifrnswa commented 3 years ago

Thanks for inquiring! Since the goal of the paper is to show how small datasets can be used to train networks, and the trained models are highly specific to the cell cultures we were using, the models themselves are of little value. This paper is more intended for researchers that are training the networks rather than for users using the networks.

Since these models are not intended to be used for general super-resolution microscopy, and we can't be confident in the performance, we don't think it's a good idea to share the models.