Aim Integration

[tamohannes]

🚀 Feature

Integration with Aim.
It would be great to have an easy way of tracking metadata on Aim.

Motivation

To enhance experiment reproducibility and provide a unified, aesthetically pleasing user interface for exploring samples and their corresponding segmentations, it is desirable to furnish users with a solid tool. Aim facilitates gaining deeper insights, thus enhancing the quality of experimentation.

Pitch

• Retrieve metadata of the model, dataset, and annotation from a given segment predictor instance.
  • Store fields such as image_info , annotation, model, etc.
• Store the metadata in Aim run
• Display stored metadata in run page on Aim UI.