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Use Cases | tinyML

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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.

Brain Tumor Detection App

Nearly 18,000 adults die due to Brain Tumor. It's necessary that we devise a technique for early detection of the brain tumor using deep learning.

vision tinyML keras CNN Sensors

Published: Nov. 3, 2020, 10:15 p.m.

Garbage Classification App

In many cases waste is not separated at the house level. A deep learning model can be used to separate the different components of garbage automatically at the recycling facilities or biological treatment systems with high efficiency.

vision tinyML keras CNN Sensors

Published: Nov. 6, 2020, 12:09 p.m.

Gender Recognition By Voice App

Recognizing the speaker's gender is useful in automatic salutations, tagging audio recordings, seperating sounds belonging to a specific gender for analysis, etc. that can help digital personal assistants in reproducing male, female generic results.

tinyML speech keras voice gender

Published: Nov. 6, 2020, 12:18 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.

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.

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.