Glass Quality Assessment App
The quality of a glass refers to its transparency, heat resistance, stability etc. It depends on many features such as thickness, composition, and many others. Here, we use deep neural networks to categorize glass samples based on its features.
tinyML keras Sensors quality glass
Fire Detection App Using Surveillance Camera
Accidents on the road can sometimes lead to a fire that can get worse over time. Fires along the road due to other reasons are also be hazardous to the traffic on the road and nearby places. These fires need to be detected and controlled with utmost urgency in order to maintain the safety of those in the vicinity.
vision tinyML keras Sensors camera
Neural Machine Translation (English To French) App
Language Translation is a key service that is needed by the people across the whole globe. A Neural Machine Translator to translate English to French using a seq2seq NLP model which uses a birectional LSTM neural network model to translate English To French.
keras Sensors language translate
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