Question/Issue:
Hello, I am new to Edge Impulse, I apologize for any obvious knowledge gaps. My inquiry is to learn whether there is a way to automate data upload and training. I have hundreds of thousands of images I wish to upload for training data, whenever I try to train the Generate the Features and Train the Model, I face issues with folder size and training duration errors. Breaking the data into smaller data folders works fine, but makes loading the sheer number of folders impractical.
My understanding is that the model can be trained incrementally. Is there an API that I can use to send a folder to update the model, then once complete receive an acknowledgement from EdgeImpulse, and send the next folder. Ensuring I send all files is imperative for this project (not an option to throw some images out).