HPC

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Enclave Development Platform

URL: https://github.com/fortanix/rust-sgx

Description:

Fortanix EDP is the preferred way to write Intel® SGX enclaves from scratch. Through EDP, developers can securely develop application using the Rust programming language. The Rust language, combined with Intel® SGX, makes the application secure from development vulnerabilities and outsider attacks.

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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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An Efficient Approach for Content Based Image Retreival (CBIR) with Intel AI Vision Kit.

URL: http://thescipub.com/abstract/10.3844/jcssp.2014.272.284

Description:

Users use image search for image retrieval from multifarious domains like crime investigation, fashion, species identification, medicine, etc. The exact need or pattern of the image search and the images sought have been put to use has not been properly analyzed. Many search engines are being developed that are expected to deliver correctly matched results, faster. The success of a search engine depends on its accuracy and speed. In the past, image search engines were developed based on key...

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Estimation of the heartrate using face video - An innovative attempt.

URL: https://youtu.be/SCf3uJB1lHo

Description:

Estimating hear rate through sensors is one way of it. Figuring out what your heart rate is only requires a finger placed on your neck or wrist , a watch, and the ability to count. But if that seems like too much effort there are alternatives that can detect a heart rate using software and a camera. We have done that! Hope you like it!

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Bringing 3D Vision to the Edge

URL: https://github.com/mcrobusta/vision

Description:

Amidst the numerical renaissance and the rise of AI, 3D object recognition is a rapidly developing field that offers huge potential. Edge technologies are the next evolution for tangible robotics and smart systems, but current algorithms and machine learning techniques throttle the capabilities of this emerging field. To train an AI, nothing short of a desktop GPU is required. Energy consumption is often through the roof, and relying on remote cloud technologies for data processing invites a ...

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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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HadaNets: Flexible Quantization Strategies for Neural Networks

URL: https://github.com/akhauriyash/HadaNet/

Description:

Deep learning has proven to be effective for a variety of tasks. As the market for mobile and offline artificial intelligence develops, the need to reduce the memory and energy footprint of neural networks becomes vital. In this paper, we introduce HadaNets. HadaNets utilize a flexible tensor quantization scheme which trains a neural network from scratch by ‘pairing’ a full precision tensor to a binary tensor in the form of a Hadamard product. The train-time parameter count is preserved in Ha...

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