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@harrylincoln
harrylincoln / model.py
Last active June 2, 2022 16:44
Newborn cries audio classifier tensorflow train
import tensorflow as tf
import tflite_model_maker as mm
from tflite_support.task import core
from tflite_support.task import processor
from tflite_support.task import audio
from tflite_model_maker import audio_classifier
import os
import numpy as np
import matplotlib.pyplot as plt
@harrylincoln
harrylincoln / listen-and-notify.py
Last active June 2, 2022 17:24
Raspberry pi script to listen for baby cries and predict what might need
import time
import audioop
import pyaudio
from pushbullet import Pushbullet
import wave
from tflite_support.task import core
from tflite_support.task import processor
from tflite_support.task import audio
from datetime import datetime
@harrylincoln
harrylincoln / prediction.py
Created June 3, 2022 16:33
Predict what baby needs
import time
import audioop
import pyaudio
from pushbullet import Pushbullet
import wave
from tflite_support.task import core
from tflite_support.task import processor
from tflite_support.task import audio
from datetime import datetime
@harrylincoln
harrylincoln / camera.py
Created June 3, 2022 16:34
Camera streaming script
import io
import picamera
import logging
import socketserver
from threading import Condition
from http import server
PAGE = """\
<html>
<head>
@harrylincoln
harrylincoln / init.sh
Created June 3, 2022 16:36
Bash concurrent script
#!/bin/bash
python camera.py &
python prediction.py &
wait