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The Clear BSD License | ||
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Copyright (c) 2018 - 2022, Acconeer AB | ||
All rights reserved. | ||
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Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are met: | ||
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* Redistributions of source code must retain the above copyright notice, this | ||
list of conditions and the following disclaimer. | ||
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* Redistributions in binary form must reproduce the above copyright notice, | ||
this list of conditions and the following disclaimer in the documentation | ||
and/or other materials provided with the distribution. | ||
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* Neither the name of the copyright holder nor the names of its | ||
contributors may be used to endorse or promote products derived from | ||
this software without specific prior written permission. | ||
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NO EXPRESS OR IMPLIED LICENSES TO ANY PARTY'S PATENT RIGHTS ARE GRANTED BY THIS | ||
LICENSE. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS | ||
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, | ||
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE | ||
ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE | ||
LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR | ||
CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE | ||
GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) | ||
HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT | ||
LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT | ||
OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | ||
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------------------------------------------------------------------------------- | ||
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Some software in this repository is not written by Acconeer AB and is licensed | ||
under other terms and conditions. See license files in the subdirectories for | ||
the external software components. |
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# Carpet detection | ||
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This project will guide you through how to get started with carpet detection, using Acconeer's A121 sensor. | ||
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In this repo, you will find | ||
- data: A folder with data, used to train the model. Once you have run through the example with the supplied data, feel free to record you own data. | ||
- model_development.ipynb: A notebook guiding you through the processes of feature extraction, model definition, training and evaluation. | ||
- realtime_deployment.py: A python script executing the classification model in realtime. | ||
- utils.py: A python script containing util functions. | ||
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If you want to learn more about Acconeer's sensors, tools and algorithms, please visit the [Documentation site](https://docs.acconeer.com/en/latest/). | ||
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For information on what hardware to get and how to get started with the sensor, please visit [Acconeer's Innovation Lab](https://www.acconeer.com/innovation_lab/algorithm-for-gesture-control/). |