ECG-Data-Recognition-model

The Machine learning project done for Inter IIT Tech Meet 2023 - Vital Parameters Extraction

Problem Statement: https://interiit-tech.org/images/ps/Mid_CloudPhy.pdf

Creating the model for cropping icu monitor out of given image

Monitor Segmentation Dataset: https://drive.google.com/drive/folders/1qCcqEEeTXO9t7dAmG09_IpXXS3S_1tfP
Note: Above dataset was used to train the effnet model with code
( https://github.com/ramsundar-tanikella/ECG-Data-Recognition-model/blob/main/notebook28792b501b.ipynb )
Created effnet model: https://github.com/ramsundar-tanikella/eff_net

Using PaddleOCR, Geometric logics and our effnet model to detect vital values

Code: https://github.com/ramsundar-tanikella/ECG-Data-Recognition-model/blob/main/Cloudphysician_Solution_final.ipynb
Dataset: https://drive.google.com/drive/folders/1SElob2hw2RKJHdmEWzrTevP7LXj3-OpZ
Load the code in Google colab and upload images from the dataset.
Follow steps on the notebook to execute the code.

Video Demonstration Link: https://www.youtube.com/watch?v=624ykLb0Ffk