ankithbala/hummingrecognition

Recognize song by humming into application

hummingRecognition

Recognize song by humming into application

Setup:

1. Install the Python development environment on your system(pip is included in this): https://www.python.org/ftp/python/3.8.5/python-3.8.5-amd64.exe
2. Create a virtual environment:
   • Python virtual environments are used to isolate package installation from the system: $python -m venv --system-site-packages .\venv
   • Activate the virtual environment: $.\venv\Scripts\activate

Install packages within a virtual environment without affecting the host system setup.

• Start by upgrading pip: $pip install --upgrade pip

3. Install the TensorFlow pip package

   a.For GPU and CPU support: $pip install --upgrade tensorflow

   (For GPU, CUDA and CuDnn libraries are needed:https://towardsdatascience.com/installing-tensorflow-with-cuda-cudnn-and-gpu-support-on-windows-10-60693e46e781)

   For CPU only (for office laptop):

   $pip install --upgrade https://storage.googleapis.com/tensorflow/windows/cpu/tensorflow_cpu-2.3.0-cp38-cp38-win_amd64.whl

   b.Verify the install: $python -c "import tensorflow as tf;print(tf.reduce_sum(tf.random.normal([1000, 1000])))"

4. Install remaining packages from requirements.txt: $pip install -r requirements.txt

5. Run flask from hummingRecognition folder:$python app.py

    Paste the link in browser, if it doesn't open for http://0.0.0.0:5001/, Try http://localhost:5001/