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# muvr-training-data | ||
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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. | ||
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Some of the datasets might be zipped since they would be to big otherwise. | ||
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## (partial) List of available datasets | ||
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#### combined | ||
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| 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 | | ||
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#### labelled | ||
Jan's collected exercises. Contains `raw-acceleration` and `single-exercise-extended` data files. Not all `raw` files have been converted. | ||
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#### raw | ||
Unlabeled data in `raw-acceleration` format. | ||
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## Format descriptions | ||
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#### 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 | ||
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#### 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 | | ||
``` | ||
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#### 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 | | ||
``` | ||
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#### 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 | ||
``` |