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muvr-training-data

This repository is a collection of training datasets used for analysis and model training during model evaluation. Newly added datasets should be listed here including there format and a short description.

Some of the datasets might be zipped since they would be to big otherwise.

(partial) List of available datasets

The default format is single-exercise-extended.

combined

name format zipped split comment
18-09-15-triceps-biceps-lateral.zip single-exercise-extended x Collection of three exercises.
combined-tbl-activity-slacking-(test/train).zip single-exercise-extended x presplit Combination of activity data and triceps-biceps-lateral

labelled

Jan's collected exercises. Contains single-exercise-extended data files.

Format descriptions

single-exercise-extended

The dataset is a collection of labeled data, one file per exercise. A file for an exercise is in CSV format and there is one row per measurement:

x | y | z | exercise name | intensity | weight | repetitions |

single-exercise-simple (deprecated)

The dataset is a collection of labeled data, one file per exercise. A file for an exercise is in CSV format and there is one row per measurement:

exercise group | exercise name | x | y | z |

combined-1200 (deprecated)

The dataset is a collection of labeled data in a single file. The file is in CSV and there is one row per example:

label | X1 | X2 | ... | X400  | Y1 | Y2 | ... | Y400   | Z1 | Z2 | ... | Z400