AI and Machine Learning

AI and Machine Learning

MAP_IT intends to implement Responsible AI and Machine Learning solutions in order to benefit various Government Departments while executing various departmental processes and operations as well to facilitate the ease of Service Delivery by Government Departments to the Citizens of Madhya Pradesh.

Our Approach

Our approach in solving Machine learning problems includes defining goals, getting access to data, feature selection, data transformation, data cleansing, splitting the dataset into train and test data, followed by Training, Testing and Evaluating the Model with iterations till we achieve the desired accuracy.

Once the Machine Learning Model is trained with the desired accuracy the Model deployment activity is carried out. Finally, the Deployed Model is made availabe for consumption through Web API.

Our Experiments

Face Detection

 Face Recognition

Prediction of Crop Type (Using a Combination of Pixel Values Obtained From Optical Satellite Images)

     
     

Case Disposal Days Prediction

                 CM Helpline: Complaints Forecasting

MP e District Services (Average Disposal Days Prediction)

         
         

Forecasting Rainfall

Forecasting of CM Helpline Complaints Resolution Days

   

 

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