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How to Upload Pre-Labeled Data to EdgeImpulse
EdgeImpulse is popular among Edge AI developers for its ease of use, but uploading your own pre-labeled data is not quite straightforward. I am sharing some tips on how to do that.
· The Official Story
∘ Actual Errors
· How to Upload Using edge-impulse-uploader
∘ Install Edge Impulse CLI
∘ Configure and Upload
∘ Labels without spaces
· Conclusion
· References
EdgeImpulse is an end-to-end platform for developing machine learning solutions for edge devices. You can use EdgeImpulse Studio to connect edge devices to collect and label data, train, deploy, and infer, all in a single UI interface in a browser.
While EdgeImpulse Studio provides a great low-code interface for anyone interested in developing Edge AI solutions in general, there are a few rough edges (pun not intended) when uploading your own data that you already labeled outside of EdgeImpulse.
Such a scenario is quite common actually, especially for object detection. Each image needs to…
