Internship Proposal: Subject Segmentation On Embedded Platforms

2 settimane fa

Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

Internship Proposal: Subject segmentation on embedded platforms
FBK is opening a new internship opportunity in the Energy Efficient Embedded Digital Architectures - E3DA research unit of DigiS research center. The E3DA research unit focuses on wireless resource-constrained embedded technologies with a system-level approach targeting energy efficiency and Artificial Intelligence (AI) embedding at the very edge. Energy Efficiency in networked embedded systems is one of the leading research challenges, particularly in recent years where the pervasiveness of smart, tiny low-cost electronics and new wireless protocols availability is enabling the Internet of Things (IoT). The activity spans from hardware-software development for low-power wireless smart sensing devices to power management techniques, low-power multi-hop wireless protocols, and on-board processing in resource-limited devices. We also apply RF technology for proximity detection and localization techniques. The unit applies the research results in several application domains, such as those typical of pervasive and wearable computing and IoT.
Internship opportunity This internship will provide hands-on experience in deep learning, generative AI and embedded systems. The selected candidate will work on platforms such as Nvidia Jetson, Raspberry Pi, custom AI accelerators, and microcontrollers, exploring the intersection of artificial intelligence and embedded systems.
Project Overview :
The primary goal of this internship is to develop a real-time subject segmentation system capable of running efficiently on small embedded devices. The system will leverage state-of-the-art generative models to accurately segment subjects from their backgrounds in real-time video or image streams. The candidate will be responsible for both the development of the deep learning approach for background segmentation and its deployment and testing on devices such as Nvidia Jetson, Raspberry Pi, custom AI accelerators, and microcontrollers.
Research and explore state-of-the-art deep learning approaches for image segmentation. Develop and train deep learning models using frameworks such as TensorFlow or PyTorch. Optimize the trained models for deployment on embedded devices with limited computational resources. Evaluate and compare performance across different platforms, including Nvidia Jetson, Raspberry Pi, custom AI accelerators, and microcontrollers. Qualifications: Knowledge of machine learning, deep learning, and computer vision. Programming languages: Python and C/C++. Experience with deep learning frameworks like TensorFlow or PyTorch. Familiarity with embedded systems and hardware platforms is a plus We offer: 3-6 months, depending on the candidate's needs and preparation; Canteen (except for UniTN students); Support for the search for accommodation at the affiliated structures (no allowance). For further details on the activities, please contact Elisabetta Farella ******
#J-18808-Ljbffr

  • Internship Proposal: Hand Gesture Recognition On Embedded Platforms

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship Proposal: Hand Gesture Recognition on embedded platforms FBK is opening a new internship opportunity in the Energy Efficient Embedded Digital Architectures - E3DA research unit of DigiS research center. The E3DA research unit focuses on wireless resource-constrained embedded technologies with a system-level approach targeting energy efficiency...

  • Internship In Deep Learning On Edge Platforms

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in deep learning on edge platforms The Foundation is looking for a proactive and dynamic young candidate, with good organizational, relational skills and an inclination for team-work, strongly motivated to work on innovative projects featuring strong technological components (and which are frequently addressed to third party companies). We...

  • Internship In Near-Sensor Deep Learning On Parallel Architectures Applied To Computer Vision Pr[...]

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in near-sensor deep learning on parallel architectures applied to computer vision problems at the E3DA Research Unit The Foundation is looking for a proactive and dynamic young candidate, with good organizational, relational skills and an inclination for team-work, strongly motivated to work on innovative projects featuring strong...

  • Internship In Federated Learning In Edge Computing Scenarios

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in Federated Learning in Edge Computing Scenarios The Foundation is looking for a proactive and dynamic young candidate with good organizational and relational skills and an inclination for teamwork, strongly motivated to work on innovative projects featuring strong technological components. We can offer an important training opportunity to...

  • Internship Opportunity At E3Da Research Unit

    6 giorni fa

    Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship Opportunity at E3DA Research Unit - EXPLORING THE POTENTIAL OF A STAR TRACKER SENSOR THROUGH AI FBK is opening a new internship opportunity in the Energy Efficient Embedded Digital Architectures - E3DAresearch unit of DigiS research center. The E3DA research unit focuses on wireless resource-constrained embedded technologies with a system-level...

  • Internship Opportunity At E3Da Research Unit

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship Opportunity at E3DA Research Unit - EXPLORING THE POTENTIAL OF A STAR TRACKER SENSOR THROUGH AI FBK is opening a new internship opportunity in the Energy Efficient Embedded Digital Architectures - E3DAresearch unit of DigiS research center. The E3DA research unit focuses on wireless resource-constrained embedded technologies with a system-level...

  • Internship In Dynamics On Complex Networks At Complex Human Behaviour Lab

    6 giorni fa

    Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in Dynamics on Complex Networks at Complex Human Behaviour Lab (CHuB) Research Unit The Foundation is looking for a proactive and dynamic candidate, with good organizational, relational skills and an inclination for team-work, strongly motivated to work on innovative theoretical and data-oriented projects related to the dynamics on complex...

  • Internship In End-2-End Outdoor Iot Applications

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    The Foundation is looking for a proactive and dynamic young candidate with good organizational and relational skills and an inclination for teamwork, strongly motivated to work on innovative projects featuring strong technological components. We can offer an important training opportunity to experiment with cutting-edge Internet of Things (IoT)...

  • Internship In Bio-Signal

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in bio-signal (EEG) processing with deep learning at the edge The Foundation is looking for a proactive and dynamic young candidate, with good organizational, relational skills and an inclination for team-work, strongly motivated to work on innovative projects featuring strong technological components (and which are frequently addressed to...

  • Developer - Innovative Agricultural Data Platforms

    6 giorni fa

    Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    FBK is a private research institution based in Trento (Italy), operating in different scientific fields and disciplines. As such, it keeps the Autonomous Province of Trento within the mainstream of international research. FBK comprises 12 research centers with activities and production available at Workplace Description The Digital Industry Center is one...

  • Internship In End-2-End Outdoor Iot Applications

    6 giorni fa

    Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    The Foundation is looking for a proactive and dynamic young candidate with good organizational and relational skills and an inclination for teamwork, strongly motivated to work on innovative projects featuring strong technological components. We can offer an important training opportunity to experiment with cutting-edge Internet of Things (IoT) technology:...

  • Internship/Master Thesis Fbk-Midac On Batteries

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship/Master thesis FBK-MIDAC on batteries - Development and validation of thermal management models for lithium-ion batteries The Sustainable Energy Centre is searching for a young student interested in carrying out an internship/master thesis experience in the field of lithium-ion batteries in partnership with a battery manufacturer (MIDAC SpA,...

  • Internship/Master Thesis On Batteries

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship/master thesis on batteries - Development and validation of multiphysics models for redox flow batteries The Sustainable Energy Centre is searching for a young student interested in carrying out an internship/master thesis experience in the field of batteries. The ideal candidate is a proactive and dynamic person with good organizational skills,...

  • Project Title: Design Of An Intelligent Power Charging Station For The Jumanji Rover

    2 mesi fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Project Title: design of an intelligent power charging station for the Jumanji rover The Foundation is looking for a proactive and dynamic young candidate with good organizational and relational skills and an inclination for teamwork, strongly motivated to work on innovative projects featuring strong technological components. We can offer an important...

  • Project Title: Design Of An Intelligent Power Charging Station For The Jumanji Rover

    3 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Project Title: design of an intelligent power charging station for the Jumanji rover The Foundation is looking for a proactive and dynamic young candidate with good organizational and relational skills and an inclination for teamwork, strongly motivated to work on innovative projects featuring strong technological components. We can offer an important...

  • Research Internship Opportunity At The Oecd Centre For Entrepreneurship, Smes, Regions And Cities

    2 settimane fa

    Trento, Italia University Of Groningen A tempo pieno

    Research internship opportunity at the OECD Centre for Entrepreneurship, SMEs, Regions and Cities Friday, 08 October 2021 08:44 Research internship opportunity at the OECD Centre for Entrepreneurship, SMEs, Regions and Cities I would like to signal a research internship opportunity for graduate students at the OECD Centre for Entrepreneurship, SMEs, Regions...

  • Research Internship Opportunity At The Oecd Centre For Entrepreneurship, Smes, Regions And Cities

    6 giorni fa

    Trento, Trentino-Alto Adige, Italia University Of Groningen A tempo pieno

    Research internship opportunity at the OECD Centre for Entrepreneurship, SMEs, Regions and Cities Friday, 08 October :44 Research internship opportunity at the OECD Centre for Entrepreneurship, SMEs, Regions and Cities I would like to signal a research internship opportunity for graduate students at the OECD Centre for Entrepreneurship, SMEs, Regions and...

  • Internship In Ros For An Advanced Perception Robotic Platform

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in ROS for an advanced perception robotic platform The Foundation is looking for a proactive and dynamic young candidate with good organizational and relational skills and an inclination for teamwork, strongly motivated to work on innovative projects featuring strong technological components. We can offer an important training opportunity...

  • Internship In The Field Of "Machine Learning For Multitemporal Space Exploration"

    6 giorni fa

    Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in the field of "Machine learning for multitemporal space exploration" The Bruno Kessler Foundation is a research and innovation institution based in Trento. The Foundation operates in a plurality of disciplinary fields and aims to achieve excellence in science and technology through 2 science clusters, one dedicated to technology and innovation...

  • Internship In Opencv And Ros For An Advanced Perception Robotic Platform

    2 settimane fa

    Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pieno

    Internship in OpenCV and ROS for an advanced perception robotic platform The Foundation is looking for a proactive and dynamic young candidate with good organizational and relational skills and an inclination for teamwork, strongly motivated to work on innovative projects featuring strong technological components. We can offer an important training...