Essays about: "On device AI"

Showing result 11 - 15 of 39 essays containing the words On device AI.

  1. 11. AI and Medical Devices – General guidance principles for SMEs to meet the regulatory demands on safety and efficacy in the EU in order to reach the market

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Soziar Bamyr Hanssen; [2022]
    Keywords : SMEs; AI; AI-based medical device; MDR; SaMD; guideline;

    Abstract : Artificial intelligence (AI) is the study of science, engineering, and the development of intelligent machines. AI is based on human intelligence with the exception that it is not restricted by biologically observable limitations. AI has developed rapidly over the past few years and has become important all over the world. READ MORE

  3. 12. Privacy leaks from deep linear networks : Information leak via shared gradients in federated learning systems

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Guangze Shi; [2022]
    Keywords : Federated learning; Gradient share; Deep neural network; Information leak; Privacy and security; Maskininlärning med flera noder; Gradientdelning; Djupt neuralt nätverk; Informationsläcka; Integritetssäkerhet;

    Abstract : The field of Artificial Intelligence (AI) has always faced two major challenges. The first is that data is kept scattered and cannot be collected for more efficiently use. The second is that data privacy and security need to be continuously strengthened. READ MORE

  4. 13. Inclusive and Accessible Workplaces: AI- and Robotics-Based Assistive Technologies for Professionals with High-Functioning Autism

    University essay from Uppsala universitet/Institutionen för informatik och media

    Author : Sonia Rode; [2021]
    Keywords : Autism Spectrum Disorder; Professional Life; Accessibility; Assistive Technology; AI; Robotics; User-Centred Design;

    Abstract : Although every society member should be offered an equal chance to participate in working life, individuals with high-functioning autism encounter many barriers. Here, assistive technologies using AI and robotics can provide new possibilities to create accessibility and inclusion. READ MORE

  5. 14. Machine Learning Algorithm for Classification of Breast Ultrasound Images

    University essay from Lunds universitet/Matematik LTH

    Author : Jennie Karlsson; Jennifer Ramkull; [2021]
    Keywords : Technology and Engineering;

    Abstract : Breast cancer is the most common type of cancer worldwide and the incidence is increasing. Women in low- and middle-income countries have a high mortality to incidence ratio mainly due to a lack of resources and organized health-care. READ MORE

  6. 15. Real-time Audio Classification onan Edge Device : Using YAMNet and TensorFlow Lite

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Christoffer Malmberg; [2021]
    Keywords : Audio Event classification; edge device audio classification; YAMNet; TensorFlow Lite comparison;

    Abstract : Edge computing is the idea of moving computations away from the cloud andinstead perform them at the edge of the network. The benefits of edge computing arereduced latency, increased integrity, and less strain on networks. Edge AI is the practiceof deploying machine learning algorithms to perform computations on the edge. READ MORE