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Use Cases | keras

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Fruit Quality Detection App

Fruits arrive in bulk at industries and vary in quality from fresh to almost rotten. It is important to categorise them based on their quality so as to not affect the taste and quality of the final manufactured product.

vision keras CNN Sensors farming

Published: Nov. 12, 2020, 10:12 p.m.

Cotton Plant Disease Prediction App

With a deep learning model to detect diseased cotton plants, we can ensure if their crops get exposed to diseases and are not treated timely which affects the life of farmers greatly.

vision keras Sensors farming disease

Published: Nov. 14, 2020, 3:16 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.

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.

Pothole Detection App

As we are all aware that Tesla's quest for Self Driving Cars, and we are aware these cars are being developed not just for safety issues of car riders but also to make their journey more comfortable. So, in order to provide comfortable journey it should be able to detect potholes and avoid them.

vision keras CNN Sensors self driving

Published: Nov. 6, 2020, 12:26 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.

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.

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.

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.

Keras Mnist Vision App

Save and compile keras model using deepC

vision mnist keras

Published: July 6, 2020, 8:53 a.m.