As the planet continues to rapidly warm, wildfires will become a major concern. In 2021, there were 58,985 wildfires, compared with 58,950 in 2020, according to the National Interagency Fire Center. About 7.1 million acres were burned in 2021, compared with 10.1 million in 2020. So an immediate solution is required.
What it does
It will alert the personnel whenever the model detects the fire.
How we built it
With the use of different tools which include cv2, NumPy, Matplotlib, and Keras in the Amazon SageMaker Studio Lab we are able to create this model
Challenges we ran into
We lack accuracy due to the lack of data.
Accomplishments that we're proud of
The model will be able to detect the fire and inform the person so that a lot of causality and losses have been prevented.
What we learned
Different types of machine learning models, tools, and other features of python
What's next for Holocaust
To create a real-world practical-based product.