Virtual ENV Data Extraction Stage Complete
So I Spent 2 Hours Collecting Data Regarding the Indian Climate from the IMD website and Used AI to Compile it Into a Useable Form.
So Basically In a Nutshell here’s what Im Planning :
1) I collect the Data regarding the Rain, and Human Water Usage W.R.T to India (Could have been any country but I thought India Would Be easier to verify cuz I live in India). –> This is Done.
2) I use this Data To Make a Virtual Env which Simulate the Water Entering the Drainage Pipes. Basically the Data Collected is Used to Realistically Generate a Day and How Much chances that Rain can occur and how much rain and How much water Used by Humans etc. in that day
3) Since the activity of the Env Is based on The same Background Info, the Anomaly Detection Model learns How the Water Level in the Drain Pipe Works in the env. Then I introduce a Blockage in Pipes, Then Use this to Test the Model.
Also, If you have read this far, thank you 😉
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