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Description
The current metamodel is updated to add sublot support as well and should be updated to incorporate image support as well (#1290). As it turns out plotly is easy to use visualizer with subplot and image trace support and would be preferred over d3 plotting library that we currently use. So, a separate visualizer should be developed for plotly with subplots and image support. deepforge-dev/deepforge-keras#138 could help immensely for JSON to GME conversion, a lot of it is done based on the meta-nodes to be created. Rather than having a standard conversion mechanism.
Possible limitations:
The current ImageTrace in plotly has primitive support for images and may not be used for advanced image visualization, but is actively under development. A way to convert(rgb) image into matrix in javascript might be necessary(Although this can be achieved in the custom_matplotlib_backend) we have. Either way, After #1290 is closed, this should be a priority to incorporate a new visualizer in the Execution visualization.