RealSense™

Natural interaction, immersive, collaboration, gaming and learning, 3D scanning. Integrate tracking, facial analysis, speech recognition, augmented reality, and more into your apps.

OpenGesture Skill

URL: https://github.com/TebogoNakampe/OpenGesture

Description:

We propose a deep neural network for the prediction of sign language and gesture recognition in natural video sequences using CPU, and further integrated with Voice to Sign Language Gestures. To effectively handle complex evolution of pixels in videos, we propose to decompose the motion and content, two key components generating dynamics in videos. Furthermore, we integrate Alexa to provide a voice to sign language translation system using Speech and Image processing technique.

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Smart Monitoring for Power Theft using WinML and OpenVino

URL: https://github.com/RohitSaha/Anomaly-Detection-in-Power-Consumption-using-Sequence-to-Seqence-modeling

Description:

Power Theft is a major problem faced by power utilities today. In India, this accounts for roughly 50% of the total power loss every year. Power Theft can be caused by infidelity at the consumer end, unethical tapping of transmission lines and hacking or tampering of energy meters. In this work, we use LSTMs to shortlist customers who are stealing power. We use OpenVino and WinML to see people who are tapping power lines or have tampered meters and then use LSTMs to check whether power is act...

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Real-time object detection by combination of depth camera and VPU, implementation of high-speed transparentation and distance measurement

URL: https://github.com/PINTO0309/MobileNet-SSD-RealSense

Description:

RaspberryPi3(Raspbian Stretch) or Ubuntu16.04/UbuntuMate + Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) - MultiProcess - MultiThread - MultiRequest - MultiModel (VOC + FaceDetection) - MultiClustering

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Mouse-Free and Gesture Control

URL: https://github.com/rakshanda22/Mouse-free.git

Description:

Gestures can have a major impact on laptops just like on mobile phones. This this project makes the life of people easier by performing various tasks using just certain gestures. On the other hand this can also be used in scenario where a patient is unable to move their body. In such a case this can be used to play games which will work as an exercise and also some fun for the patient's mundane life.

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Drowsiness detection and alert system (DDAS)

URL: https://github.com/Gauravsahadev/Drowsiness-detection-and-alert-system-DDAS-

Description:

Drowsiness detection and alert system(DDAS) is an electronic device for the safety of the people who travel and drive. Nowadays there are several types of sensors and navigation systems available in the market for safe driving. One mistake of the driver can lead to severe damages or physical injuries, deaths and significant economic losses.

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Crowd Prediction Analysis using Image AI

URL: https://gist.github.com/Ahanmr/477a1d5fab525ab11508f173d4a73518#file-crowddetection-py, https://github.com/OlafenwaMoses/ImageAI/releases/download/1.0/resnet50_coco_best_v2.0.1.h5

Description:

Analysis of crowd in a particular situation helps in handling the situation better and also is particularly used in Traffic analysis or to find out if the place is crowded and is densely populated by people by using simple Machine learning algorithms over object recognition and improve the accuracy rates.

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