Comparison of image resolution on model performance

havanagrawal / clomask

Capstone Project for Clobotics: Using Mask R-CNN for Rigid/Non-Rigid Retail Consumable Product Detection

MIT License

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Comparison of image resolution on model performance #14

Closed havanagrawal closed 5 years ago

havanagrawal commented 5 years ago

We observe that the masks for lower resolution images (blurred backgrounds, no clear FG/BG separation) can be erroneous. We need a formal investigation to validate if the resolution does in-fact affect the prediction performance.

Deliverable:

A Jupyter notebook that compares the performance of the model on varying resolutions