Cifar-10 Vision App
Use CIFAR-10 dataset to design NN model and compile it with deepCC
vision TensorFlow CNN cifar-10
Wakeword Detection App
Custom Wakeword Detection with deepC
TensorFlow spectrogram mic audio wakeword
Pump Failure Detection App
Predicts whether a pump will fail in the next 24 hours or not.
TensorFlow keras IIoT Sensors
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
Fuel Efficiency Prediction App
This notebook uses the classic Auto MPG Dataset and builds a model to predict the fuel efficiency of late-1970s and early 1980s automobiles. To do this, we'll provide the model with a description of many automobiles from that time period. This description includes attributes like: cylinders, displacement, horsepower, and weight.
keras Sensors environment energy power
Heart Disease Prediction App
This project will focus on predicting heart disease using neural networks. Based on attributes such as blood pressure, cholestoral levels, heart rate, and other characteristic attributes, patients will be classified according to varying degrees of coronary artery disease. This project will utilize a dataset of 303 patients and distributed by the UCI Deep Learning Repository.
keras Sensors medical heart disease