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Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project th...

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I want to use your code with the Proba-V dataset, but I'm facing the following error. `$ python src/train.py --config config/config.json 0%| | 0/261 [00:00

Prevent a UserWarning : /HighRes-net/src/lanczos.py:39: UserWarning: __floordiv__ is deprecated, and its behavior will change in a future version of pytorch. It currently rounds toward 0 (like the 'trunc' function NOT...

How can I predict single image please help me

Hello, First of all, thank you for publishing the code for this model, it is much appreciated. I have a question related to the ShiftNet loss, [according to the paper](https://arxiv.org/pdf/2002.06460.pdf)...

If possible, can you provide a pre-trained model for testing

Hi, Using PROBA-V dataset, the code crashes in lanczos file with this error: RuntimeError: Expected 2D (unbatched) or 3D (batched) input to conv1d, but got input of size: [1, 16,...

So val_score is calculated using shift_cPSNR. Some things need explanation: 1. Why best_score starts from 100? and why shift_cPSNR is **reduced** from that value? 2. Why val_score is normalized by...