Predictions & Data need to be visualized, e.g. for tensorboard logging. This is highly dataset specific. Hence we should move it out of the task and into the setting. For this need to implement a Datavisualizer for each dataset.
Goal:
Datavisualizer can plot predictions and targets into the dataset specific format
Move dataset specific data visualization operations out of the validation & test loops
Requirements:
[ ] Generic API for datavisualizers
[ ] Implementations for current EarthNet datasets (en21, en21x, en22, en23)
Culprits:
Should this be specific just for tensorboard logging or in general for creating plots (that can then either be shown in tensorboard or saved as files)?
Predictions & Data need to be visualized, e.g. for tensorboard logging. This is highly dataset specific. Hence we should move it out of the task and into the setting. For this need to implement a Datavisualizer for each dataset.
Goal:
Requirements:
Culprits: