Recognition of a fire on a satellite image?

Question

Working with color

This is the task before me. I'm pretty green in programming, and even more so in machine learning (I wrote only the simplest neuron for recognizing the type of clothing in the photo). Could you tell me what means or sources I could use? Perhaps we can do without neural networks? For example, is it possible somehow to fasten color segmentation to search for a fire?

Answer 1

Everything is possible. The question is whether you have enough knowledge if you cannot find the answer to a basic question on your own.
There are many such examples on the net. There were corresponding competitions on kaggle:
https://www.kaggle.com/elikplim/forest-fires-data-set
One of the examples of solving problems using neural networks and OpenCV.
https://towardsdatascience.com/early-fire-detectio...
Here are a couple more options:
https://link.springer.com/chapter/10.1007/978-3-03...
https://journals.sagepub .com/doi/full/10.1177/1748...
https://github.com/Skar0/fire-detection
https://www.mdpi.com/2072-4292/11/14/1702/htm
Here - without neurons:
https://www.hindawi.com/journals/mpe/2018/7612487/
Well and further - according to links independently. There will be specific questions - ask.