Hey all! A few weeks ago, I had the opportunity to work on the audio data that was collected at the oil-rig sites. My task was to correctly classify them to augment and reinforce the decisioning of the site engineers.
I used streamlit for visualisation but because I used heavy CNN models internally, I couldn’t deploy them to any of the free instances such as heroku or EC2. Thus, I created a small video to showcase the work.
Here it is, Oil Sound Classifier - Convolutional Neural Networks - YouTube
Thanks for the support!