pH Recognition App
Litmus paper is used to test acidity or basic nature of a given solution. Once dipped, it changes color. Red stands for acidic nature and blue stands for basic nature. Here we train a model to recognize the pH value based on RGB values of the color of the litmus paper.
tinyML keras Sensors chemistry litmus
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
Sign Language Sensor App
American Sign Language Training with gyroscope data [ deepC on Arduino ]
pytorch accelerometer sign language asl gyroscope
Sign Language Sensor App
American Sign Language Training with gyroscope data [ deepC on Arduino ]
pytorch accelerometer sign language asl gyroscope
Fetal Health Detection App
Cardiotocography (CTG) is the means of measuring the fetal heart rate, movements and uterine contractions, thus continuously monitoring the health of the mother and child. Deep learning models can be used to detect fetal health in order to prevent child and maternal mortality.
keras Sensors signal medical fetus
Gesture Recognition App Using Muscle Activity
Electromyography is a technique for recording and evaluating electrical acitvity produced in the skeletal muscles. The readings from the muscle activity sensor is then fed to a model that can be trained on gestures, and can be used in various applications like prosthetic arms, game control etc.
tinyML keras Sensors health Electromyography
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
Rice Leaf Disease Classification App
Classfying plant diseases can sometimes be a challenging task for the human eye. There is little margin for error allowed when it comes to farming as our very livelihoods depend on it. We use a deep learning approach to try and minimise this error.
vision tinyML CNN Sensors farming
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
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
Sonar Data Recognition App
Sonar has been widely used in submarine navigation, communication with or detection of objects on or underthe water surface (like other vessels), hazard identification etc. Neural networks can be used to automate the process of identifying the objects from which the waves bounced off.
keras Sensors sonar signals navigation
Sonar Data Recognition App
Sonar has been widely used in submarine navigation, communication with or detection of objects on or underthe water surface (like other vessels), hazard identification etc. Neural networks can be used to automate the process of identifying the objects from which the waves bounced off.
keras Sensors sonar signals navigation
Sonar Data Recognition App
Sonar has been widely used in submarine navigation, communication with or detection of objects on or underthe water surface (like other vessels), hazard identification etc. Neural networks can be used to automate the process of identifying the objects from which the waves bounced off.
keras Sensors sonar signals navigation