Efficient Vineyard Webinars
Tuesday, November 13th
1:00 PM EST
Non-destructive Sensing in Vineyards
This webinar will discuss our work on the Efficient Vineyard project toward measuring various viticultural parameters in the field using cameras and artificial intelligence. We will describe the hardware used to collect images in the field, which consists of a high-resolution stereo pair with synchronized high-intensity flash lighting. We will also describe the software pipeline that extracts measurements from the camera images, and combines classical computer vision techniques with more modern deep neural networks. We will describe results of using this approach to measure parameters in the field such as yield, shoot count, and pruning weight. Finally, we will discuss some of the challenges and opportunities we see for this line of work going forward. George Kantor will be our guest speaker.
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