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Prasad Devkar's Projects

concastle-iit-indore icon concastle-iit-indore

In this short project, compressive strength is predicted for any given mix design. It will help to obtain a safe design mix that minimizes cost while meeting specific requirements.

crack-detection-app icon crack-detection-app

This app aims to detect cracks in the wall, with the help of Deep learning framework

fault-detection-and-diagnosis-with-xai icon fault-detection-and-diagnosis-with-xai

This python script developed approach which uses various Explainable AI techniques to interpret the results given by fault detection and diagnosis model for Air Handling Units.

fdd-with-decision-tree icon fdd-with-decision-tree

In this project, fault detection and diagnosis model with decision tree is developed based on ASHRAE RP 1312 data. Rules generated by decision tree can be verified with domain expertise.

xai-based-ecg-diagnostics icon xai-based-ecg-diagnostics

In this project, deep learning model for ECG signal classification is developed. Using SHAP, outputs given by model are explained.

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