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
Language Identification App From Text
Language detection refers to determining the language that the given text is written in. This categorization becomes important when the language of the input data is not assumed. For example, the detect language feature of Google translate detects the language of the input text before translating it.
tinyML keras Sensors language text
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
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
Age And Gender Prediction App
Age and Gender has always been an important feature of our identity. It is also an important factor in our social life. Predictions of age and Gender made with AI can be applied to many areas such as intelligent human-machine interface development, security, cosmetics, electronic commerce.
vision tinyML keras CNN gender