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Design Pika's denoiser module #472

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5 tasks

danielsf opened this issue Mar 22, 2022 · 0 comments

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danielsf commented Mar 22, 2022

Before undertaking #469, #470, #471, we should have a formal conversation to design our implementation of deepinterpolation's denoising framework

Tasks

Study the training and inference steps in deepinterpolation
Study keras/tensorflow's API
Make a formal recommendation of the classes and functions that should be implemented to allow us to write a Pika-compliant denoising module

Validation

a document available to all of Pika explaining the recommended design
a formal discussion amongst Pika, culminating in team acceptance of the design (there will likely be iteration)

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