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Use Cases | tinyML

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Pytorch Mnist Vision App

Use MNIST Dataset to design NN model with PyTorch and compile it with deepC

vision mnist tinyML pytorch

Published: June 25, 2020, 6:04 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.

Spoken Digit Recognition App

Use mel spectogram images of the audio samples to recognize the spoken digit.

tinyML pytorch mic audio speech

Published: Oct. 12, 2020, 4:16 p.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.

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.

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.

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

Published: Oct. 30, 2020, 4:01 p.m.

Speech Emotion Recognition App

Speech Emotion Recognition is the task of recognizing emotion on the basis of your speech. It has applications in recognizing mood of a person.

tinyML mic audio speech keras

Published: Oct. 30, 2020, 7:54 p.m.

Parkinson's Disease Detection App

Detecting parkinson's disease in patients using speeech signals.

tinyML audio speech keras Sensors

Published: Oct. 31, 2020, 5:17 p.m.