Convolutional neural network based activity classifier using accelerometer data

Install caffe by following the instructions:

http://caffe.berkeleyvision.org/installation.html

Make sure that solver_mode in activitynet_solver.prototxt is set to the correct hardware configuration (CPU or GPU).

Process actitracker dataset into hdf5 format:

$ python src/convert_data.py

Run classifier:

$ /path/to/caffe/build/tools/caffe train --solver=activitynet_solver.prototxt

For me:

$ ~/caffe/build/tools/caffe train --solver=activitynet_solver.prototxt