Forest Fire Detection App
Wildfires are an important phenomenon on a global scale, as they are responsible for large amounts of economic and environmental damage. These effects are being exacerbated by the influence of climate change. It is important to detect fire and warn the people in charge. So we will create a Fire Detection App with deep learning.
vision tinyML keras CNN Sensors
Malaria Parasite Detection App
Malaria is a life-threatening disease caused by parasites that are transmitted to people through the bites of infected female Anopheles mosquitoes. This notebook uses Convolutional Neural Networks to predict if a thin blood smear is parasitic or uninfected in nature.
tinyML keras CNN Sensors disease
Improving Image Resolution With Autoencoders App
Autoencoders can be used for increasing Image Resolution and this has proved to be effective when we want extract information from the feeds of Surveillance Cameras and autoencoders can also be used for Noise Reduction and they can serve as part of various IIoT Applications.
vision keras CNN Sensors image
Document Denoising App
Often while working with pdfs and docs the most common problem faced by all of us are that several pages are not clearly visible or due to any background the texts are not clearly visible. If coupled with our camera or any pdf capturing application the Document Denoising Model can be very useful.
vision keras CNN Sensors document