Abalone Age Prediction App
Abalone is a common name for sea snails. Determining their age is a detailed process. Their shell is cut through the cone, stained and the rings are counted using a microscope. Here, we use measurements such as length, height, weight and other features to predict their age.
tinyML keras Sensors environment sea
Next Day Rain Prediction App
Predicting weather requires keen observation skills and knowledge of weather patterns. With trained deep learing models, we can identify the patterns in data to make predictions for the coming days.
tinyML keras Sensors environment weather
Question Classification App
Finding the intent of the question asked with deep learning, i.e., the type of answer to be given.
tinyML keras question classification
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
Weather Classification App
Image tagging helps in selecting images based on content, especially useful in search engines and other similar applications.
vision keras Sensors farming environment
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