Predictive Maintenance Using L.S.T.M.
Predict run-to-failures of an airplane engine in real time.
TensorFlow IIoT Sensors LSTM
Shape Classification App
Shape Classification App which Classifies different shapes
classification shape detection
Iot Based Gesture Recognition App
Gestures are mapped to accelerometer and gyroscope values during motion.
tinyML accelerometer gyroscope arduino keras
Pump Failure Detection App
Predicts whether a pump will fail in the next 24 hours or not.
TensorFlow keras IIoT Sensors
Encroachment Detection App
Network Encroachment detection systems (NEDS) are set up at a planned point within the network to examine traffic from all devices on the network. It performs an observation of passing traffic on the entire subnet and matches the traffic that is passed on the subnets to the collection of known attacks. Once an attack is identified or abnormal behavior is observed, the alert can be sent to the administrator
keras security fraud detection Backdoor
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
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