Guidance Needed - How to Use Class Labels company for Training an SVM Classification Model on an ESP32-CAM

Hi, I am conducting research for my final project. I am designing and building a machine learning model to classify oil palm fruit into three categories, using an ESP32-CAM microcontroller with an embedded SVM model. The goal of this project is to address existing issues in the oil palm harvesting process—specifically, errors and harvest failures that compromise fruit quality or yield. Manual harvesting relies on individual visual judgment, which varies from person to person; the device I am building, powered by ML, aims to solve this problem. I specifically want to expand and improve my research by using Edge Impulse more effectively.

However, I am encountering an obstacle with the SVM classification feature under the “Classifier” section within “Complete architecture / classic ML.” It appears that access to this feature is restricted to enterprise accounts. How can I implement the SVM model in this case? Could someone please help me? I have repeatedly registered for a student account to gain access and signed up for the trial, but I haven’t received any reply or further information. I am unsure if I selected the wrong trial option or what the issue might be; could you please explain this to me?