Cainvas Platform

Tags: keras Sensors vision CNN tinyML health disease medical environment farming audio LSTM speech signal security

Use Cases | tinyML

Sort by:

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.

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.

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.

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.

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.

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.

Epileptic Seizure Recognition App

A sudden rush of electric activity in the brain is called a seizure. Epilepsy is a chronic neurological disorder causing involuntory, recurrent seizures. Deep learning can be used to detect and monitor seizures in patients and IoT provides an ease of integration with the existing health system and patient wearability.

tinyML keras Sensors EEG signal

Published: Nov. 20, 2020, 4:56 p.m.