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Thank you to the Pennsylvania Liquor Control Board for supporting our efforts to make computer vision available to grape growers in Pennsylvania and beyond. |
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Note that computer vision is still in its infancy – especially in viticulture. Please use the resources provided in this guide with a grain of salt. Use common sense and always be sure to validate any data you collect by checking the accuracy of its results. |
If you find yourself on these pages, it most likely means you want to use images and videos in your vineyard to automate the process of identifying and counting things. What things? That’s up to you, but we have trained several models tuned to count early-stage grape clusters. The following documents aim to arm you with the tools necessary to explore potential uses of computer vision on your vineyard. While computer vision is complex and nuanced, our hope is that these resources are as straightforward and easy to follow as possible. We consider these to be working documents and will update them as we receive feedback and generate new vineyard models. Please do not hesitate to reach out with any questions or ideas you may have. We look forward to seeing what you build!
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