Deep inspection for wind turbines
Automate your windmill inspection and management system efficiently and accurately
The customer reached out to us with the problem of inspecting Wind Turbines from the images captured from drones. They wanted a system wherein they can submit drone flight recordings and get reports on the health of the Wind Turbine. The client wanted to alter the manual inspection process of reviewing the images and replace it with an automated inspection system.
We developed a Deep Neural Network model to recognize the health and degradation of the Wind Turbine across various parameters including rust, dents, dust, etc. We first collected the drone images from our client to generate a customized data pertaining to the good health and each deterioration class of the Wind Turbine. We then trained a Deep Neural Network to inspect the Wind Turbine to spot any anomalies on the surface of the Wind Turbine.
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