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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 ! This guide includes instructions for both leveraging models we trained to count early-stage grape clusters as well as ways that you can train and deploy your own custom models.

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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