edgeimpulse/ei-transform_resample-csv repository overview
Resample CSV file
This transformation job example takes an input csv file and resample it to a defined frequency.
Setup
Operating mode: File (--in-files)
Parameters:
[
{
"name": "Sampling rate (ms)",
"type": "int",
"param": "sampling_rate",
"value": "",
"help": "Sampling rate in milliseconds"
},
{
"name": "Resampling mode",
"type": "select",
"valid": [
"mean",
"median"
],
"param": "resampling_mode",
"value": "",
"help": "Resampling mode"
}
]
Test the transformation block locally
The dataset used to test this transformation is accessible here: https://www.kaggle.com/datasets/luisomoreau/activity-detection.
pip3 install -r requirement.txt
python3 transform.py --in-file input/Accelerometer.csv --out-directory output --sampling_rate 16 --resampling_mode median
Tag summary
Content type
Image
Digest
sha256:7da6792a2…
Size
427.9 MB
Last updated
over 2 years ago
docker pull edgeimpulse/ei-transform_resample-csv