Retrain Neural Networks

[Leonardo-15]

I would like to ask whether or not it would be possible to retrain the SwinIR and BSRGAN neural networks so that they better fit the specific demands of my work. If it is possible, might someone provide some details about how the procedure should be executed so that the process may be done correctly?

[levm911]

It depends on what you want to achieve. But yes, retraining is entirely possible. What requirements do you have?

[Leonardo-15]

Thank you for your reply! To better understand how this solution works in terms of learning: how was it initially trained? What kind of dataset was used for the initial training? Would it be possible to add custom data to improve its performance for our specific use case?
Part of my thesis involves exploring the application of AI-based image quality enhancement, particularly for low-quality and noisy images. Images of swimmers are one of my case studies, which are often affected by motion blur, noise, and poor lighting conditions.

[YingTao1214]

Hello, have you solved this problem? I am currently working on remote sensing data processing and plan to use my own dataset to retrain the pre trained model. I hope we can have a discussion