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kdmalc / fl-gestures

Develop a personalized sequential federated learning algorithm for real-time gesture classification
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Add a way to easily toggle between EMG&IMU, EMG, and just IMU #6

Closed kdmalc closed 1 month ago

kdmalc commented 1 month ago

This might already exist and just be poorly implemented

In my loading code, I think file_types=["IMU_extract", "movavg_files"] controls this, and in my model application code (which isn't used right now), I think modality controls this. Verify this and standardize it so it's more clear that they're the same (assuming they do the same thing)

kdmalc commented 1 month ago

Added this a while back, saved EMG only, IMU only, EMG and IMU datasets and did the requisite train/test splits on them