deepinsight / deepinsight/insightface
Feature Request: Integrate Aim - an open-source experiment tracker
- Dominant language
- Python
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Description
## 🚀 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.
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