🛠️ [WIP] VisualizationPoC 2

[ashwinvaidya17]

Customisable Visualization

Adds layout on top of the method proposed in #233.
Ignore the labels overlayed on top of each other. I will fix that later.

Default Visualizer

class AnomalyResult(Result):
   ...
   @property
    def default_layout(self) -> Layout:
        return Flatten(
            Overlay,
            Polygon,
            Label,
        )

visualizer = Visualizer()
visualizer.save(image, anomaly_result, "anomaly_default_layout.jpg")

Result

Custom Visualizer

layout = HStack(Polygon, Label, Flatten(Overlay, BoundingBoxes))
visualizer = Visualizer(layout=layout)
visualizer.save(image, anomaly_result, "anomaly_custom_layout.jpg")

Result

[sovrasov]

Thanks Ashwin! Overall looks good. I see some generalization issues (like missing labels for bboxes), but that can be addressed when covering more tasks. Please don't forget to add unit tests for the implementation.

[sovrasov]

In multiclass detection task bbox also has a label, and it looks like bbox primitive needs to have it as well