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There are many tools that you can use to create these annotations but we have found Roboflow to be one of the easiest and most useful tools for managing large datasets of images and annotating them. The best part about Roboflow is that everything is done in the cloud which means you don’t need to manage files on your computer. Furthermore, you can invite collaborators to work on annotating your images together. Once you have an annotated dataset on Roboflow, you can easily export it in a format that can be used to train your model. Roboflow even has easy-to-use training built into their platform.
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It is important that your take your time and learn how to use Roboflow. Going slow and learning this tool will be invaluable in your computer vision journey. |
Please read Getting Started with Roboflow before moving on in order to get started using their tools:
Brad Dwyer, James Gallagher. (Mar 16, 2023). Getting Started with Roboflow. Roboflow Blog: https://blog.roboflow.com/getting-started-with-roboflow/
Once you’ve familiarized yourself with Roboflow’s platform, upload your images and start annotating! When you're ready, you can use Roboflow’s automatic training process to create a hosted model that can be used right away within myEV!
Using Roboflow to Train a Fine-tuned Model
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