Visual Wake Word Detection App
Visual wake word detection is the classification of images into 2 classes - with person(s) or without. Just as audio wake word systems respond to a specific phrase, visual wake word systems respond to the presence of humans in the frame.
vision tinyML keras Sensors visual
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
Insect Bite Identification App
There are a variety of insects around us that bite us. These bite effects can vary from itching to venom deposit. Deep learning helps identifying the type of insect, which is necessary to figure out the best possible way to treat it.
keras Sensors medical health insect
Iot Based Gesture Recognition App
Gestures are mapped to accelerometer and gyroscope values during motion.
tinyML accelerometer gyroscope arduino keras
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
Hummingbirds Identification App
Deep learning models trained to identify birds and their species can be used to monitor wildlife over prolonged periods of time. Human intervention, support and input is necessary at times but this will drastically reduce the time and effort required for the task.
vision tinyML keras CNN Sensors