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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

#### combined

| name | format | zipped | split | comment |
|---------------------------------------------- |------------------------ |:------: |---------- |------------------------------------------------------------------------ |
| 09-09-15-activity-slacking.zip | combined-1200 | x | presplit | Collection of movement data (walking, still, other) vs. exercise data. |
| 18-09-15-triceps-biceps-lateral.zip | single-exercise-simple | x | | Collection of three exercises. |
| combined-tbl-activity-slacking.zip | single-exercise-simple | x | presplit | Combination of 09-09-15-activity-slacking.zip and |

#### labelled
Jan's collected exercises. Contains `raw-acceleration` and `single-exercise-extended` data files. Not all `raw` files have been converted.

#### raw
Unlabeled data in `raw-acceleration` format.

## Format descriptions

#### raw-acceleration
The dataset is a collection of **unlabeled** acceleration data, one file per exercise. A file for an exercise contains dumped sensor data in an array like format

#### single-exercise-simple
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 |
```

#### 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:
```
exercise group | exercise name | <unknown> | intensity? | weight | x | y | z |
```

#### combined-1200
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
```

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