• Built an application to compare the area with the predefined fixed values (with reference sheet) and calculate a quote. It will enable customers to upload correct images of their facades to the given web application.
• Ability to detect objects and classify correctly and provide an accurate bounding box for the detected object.
• The developed machine learning engine will detect and classify the door, windows, and facade. A customized algorithm is developed specifically to identify the doors, windows, and facades and trained on the engine.
• The ML engine detects the image and measures the area of the objects (door, windows, and facade) with the predefined fixed values (with a given reference sheet) and calculates a quote based on the measurements.
• The required measurement method & quote formulas will be prefixed in the system backend. The output will be given in the desired format requested by the client.

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