garrettheath4 / bark-stop

Use machine learning to listen for dog barks and then play a supersonic whistle that only they can hear.

Bark Stop

Use machine learning to listen for dog barks and then play a supersonic whistle that only they can hear.

Initialize

mkdir -p datasets/sound-detect/audio/sample_1/
cd datasets/sound-detect/audio/sample_1/
arecord -D plughw:1,0 -c 1 -f cd | lame - audio.mp3

Install TensorFlow for Raspberry Pi

See: https://towardsdatascience.com/3-ways-to-install-tensorflow-2-on-raspberry-pi-fe1fa2da9104

1. sudo apt install ffmpeg lame libatlas-base-dev alsa-utils
2. sudo apt install python3-h5py
3. sudo apt install libatlas-base-dev
4. sudo apt install libhdf5-cpp-103
5. sudo apt install libhdf5-dev
6. sudo apt install libhdf5-mpi-dev
7. sudo apt install hdf5-tools
8. python3 -m pip install --upgrade pip
9. pip3 install https://github.com/bitsy-ai/tensorflow-arm-bin/releases/download/v2.4.0/tensorflow-2.4.0-cp37-none-linux_aarch64.whl

Sources

• Create your own smart baby monitor with a RPi and TensorFlow by TowardsDataScience.com
• 3 ways to install TensorFLow 2 on Raspberry Pi