Machine Learning Model Deployment
Deployment Date: 2022-01-12 11:24:01 UTC
Category: Domain Usecases
Sub-Category: Health Care and Pharmaceuticals
Use-case Type: Structured Data Predictions
Private API
Note: Certain Model Inferences can take long time for the first run (Warmup) and would get faster with the subsequent inferences. We thank you for your patience.
Smartphones are getting intelligent day by day to assist Human's to aid in their day to day activities. A new feature has emerged popular in the fitness comunity that keeps an account of one's daily footsteps. More advanced versions include differentiating between detecting the difference between walking & run. This is achieved with the help of Sensors. Several such Sensorory data is recorded with IOS device & labelled as walking or running as 0 or 1.
Dataset Link:https://www.kaggle.com/yasserh/kinematics-motion-data
Model Accuracy: 99%
Class 0: walking
Class 1:running
Classification Report:
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