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Use Cases | keras

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Object Detection App Using Yolo V3

Object Detection plays an important role in many Deep Learning and IoT Applications such as Autonomous Vehicles, security camera surveillance etc.

vision keras CNN Sensors security

Published: Dec. 15, 2020, 10:28 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.

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.

Auto Image Captioning App

Automatic Image Captioning is the process by which we train a deep learning model to automatically assign metadata in the form of captions or keywords to a digital image.

vision tinyML keras CNN Sensors

Published: Dec. 15, 2020, 4:32 p.m.

Fetal Health Detection App

Cardiotocography (CTG) is the means of measuring the fetal heart rate, movements and uterine contractions, thus continuously monitoring the health of the mother and child. Deep learning models can be used to detect fetal health in order to prevent child and maternal mortality.

keras Sensors signal medical fetus

Published: Nov. 14, 2020, 3:21 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.

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.

Fire Detection App Using Surveillance Camera

Accidents on the road can sometimes lead to a fire that can get worse over time. Fires along the road due to other reasons are also be hazardous to the traffic on the road and nearby places. These fires need to be detected and controlled with utmost urgency in order to maintain the safety of those in the vicinity.

vision tinyML keras Sensors camera

Published: Jan. 8, 2021, 1:31 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.

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.

Abalone Age Prediction App

Abalone is a common name for sea snails. Determining their age is a detailed process. Their shell is cut through the cone, stained and the rings are counted using a microscope. Here, we use measurements such as length, height, weight and other features to predict their age.

tinyML keras Sensors environment sea

Published: Feb. 10, 2021, 11:02 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.