pranav1601 / Fire-Detection-Using-Deep-Learning-and-OpenCV

A Machine Learning code using convolution neural networks and tensorflow for detecting Forest fires.

Fire-Detection-Using-Deep-Learning-and-OpenCV

How to run?

1. Run the model.py to train the model to detect fire if you have a dataset else, You can use the model(ip.h5) I have trained.

   • The logs folder is to show the the different models trained to compare using TensorBoard

2. Run the test.py. This will automatically run contour.py and siren.py

OS:WINDOWS/MACOS/LINUX OpenCV:3.4.5.20 Keras:2.2.4 TensorFlow: 1.12.0 pyaudio: 0.2.11 Pillow: 5.4.1