Data collection for shadow detection [2019]
Data collection for shadow detection [2019]
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In this project, aerial data for shadow detection was collected using an MX1 drone equipped with various sensors, including RGB, multi-spectral, hyper-spectral, lidar, and thermal cameras. To create a challenging shadow detection scenario, 14 colored panels were placed in both shadowed and non-shadowed areas. Multiple flights were conducted at different times of the day to capture high-resolution images under varying lighting conditions. This diverse dataset was then used to train machine learning models, addressing the critical task of shadow detection in computer vision.
In this project, aerial data for shadow detection was collected using an MX1 drone equipped with various sensors, including RGB, multi-spectral, hyper-spectral, lidar, and thermal cameras. To create a challenging shadow detection scenario, 14 colored panels were placed in both shadowed and non-shadowed areas. Multiple flights were conducted at different times of the day to capture high-resolution images under varying lighting conditions. This diverse dataset was then used to train machine learning models, addressing the critical task of shadow detection in computer vision.
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