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Use Cases | Sensors

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Human Activity Recognition App

Predict the activity being performed by a human being in real-time

accelerometer gyroscope TensorFlow Sensors CortexM4

Published: Sept. 7, 2020, 5:22 p.m.

Pump Failure Detection App

Predicts whether a pump will fail in the next 24 hours or not.

TensorFlow keras IIoT Sensors

Published: Sept. 7, 2020, 6:22 p.m.

Predictive Maintenance Using L.S.T.M.

Predict run-to-failures of an airplane engine in real time.

TensorFlow IIoT Sensors LSTM

Published: Sept. 9, 2020, 2:30 p.m.

Iot Based Gesture Recognition App

Gestures are mapped to accelerometer and gyroscope values during motion.

tinyML accelerometer gyroscope arduino keras

Published: Sept. 16, 2020, 12:30 p.m.

Face Mask Detection App

Covid-19 : Deep Learning and Computer Vision to detect face masks in real-time.

vision tinyML keras Sensors medical

Published: Sept. 21, 2020, 2:27 a.m.

Emotion Detection App Using E.E.G.

Electroencephalography (EEG) is an electrophysiological monitoring method to record electrical activity of the brain.

tinyML keras Sensors EEG signal

Published: Oct. 15, 2020, 12:02 p.m.

Quality Check For Manufactured Goods App

Deep learning can be used to automate the inspection process of manufactured goods.

vision keras CNN IIoT Sensors

Published: Oct. 15, 2020, 12:07 p.m.

Covid Detection App Using Lung C.T. Scan

Using the Lung CT scans (Computed Tomography) to predict whether a person has COVID 19.

vision tinyML keras Sensors medical

Published: Oct. 27, 2020, 1:06 p.m.

Heartbeat Anomaly Detection App Using E.C.G.

According to WHO 17.9 million people die each year due to Cardiovascular Diseases. Deep Learning can be used in early diagnosis using ECG (Electrocardiography).

tinyML keras Sensors signal medical

Published: Oct. 27, 2020, 1:40 p.m.

Pollen Carrying Honey Bees Detection App

This deep learning model differentiates between images of honey bees carrying pollen and those that aren't which can be useful in bee farming for analysis/inference generation.

vision tinyML keras IIoT Sensors

Published: Oct. 28, 2020, 12:59 p.m.

Deepfake Face Detection App

After the development of GANs, deepfakes came into existence, but many people were found misusing these techniques for criminal activities. This model can differentiate between real and deepfake faces.

vision keras CNN Sensors deepfake

Published: Oct. 28, 2020, 1:06 p.m.

Arrhythmia Prediction App Using E.C.G.

The use of deep learning models in medical fields can help reduce error rates and increase the possibility of an earlier diagnosis for better treatement.

tinyML keras Sensors signal medical

Published: Oct. 30, 2020, 3:45 p.m.