Researcher Computer Vision en Machine Learning

Researcher Computer Vision en Machine Learning

Published Deadline Location
10 Jun 15 Jul Wageningen

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Job description

What will you do?
  • Executes projects in the field of advanced automated horticultural production systems with a focus on computer vision and machine learning applications; contributes to the development of sustainable (indoor) horticultural crop production systems.
  • Develops new image analysis and control software for the detection of crop growth parameters of various crops, the quality detection of fresh products and crops and the detection of plant health and resilience; uses various camera techniques such as RGB, 3D, hyperspectral or thermal imaging.
  • Applies modern machine learning methods such as deep learning and reinforcement learning, develops new AI algorithms for growing horticultural crops with a minimum of resources; deals with time series; uses various sensors; deals with data fusion.
  • Leads and works in projects together with other academic and industrial partners.
  • Conducts applied scientific research within the projects.
  • Communicates relevant research results to science and practise.

Specifications

Wageningen University & Research

Requirements

We are looking for an enthusiastic and ambitious researcher computer vision and machine learning, with:
  • Academic working and thinking on the field of computer vision and machine learning, study in e.g. artificial intelligence, natural or biomedical science, holds a PhD.
  • Knowledge of various image analysis techniques, data analysis methods, classification and statistics.
  • Knowledge of various modern machine learning techniques, such as deep learning and reinforcement learning methods.
  • Experience with the structured development of complex software, programming in C++ and C#; experience with Halcon and / or LabView and / or Matlab is an advantage.
  • Knowledge of lighting, optics and camera systems (2D, 3D) including calibration and control is an advantage; knowledge of various sensor types, data output and practical usage of such sensors is an advantage.
  • Experience with the application of image processing and machine learning in the green environment and willingness to learn the challenges of horticulture.
  • Willingness to combine theoretical knowledge with practical setups and implementation.
  • Experience with project-based work and project leadership.
  • Excellent knowledge of Dutch and English language.
  • Driving License B.
  • Is an enthusiastic independent researcher with good communication skills and team spirit.
  • Is customer- and quality-oriented and stress tolerant.

Conditions of employment

A challenging position with, depending on your experience, a competitive salary up to a maximum of € 4.934,- gross per month for a full working week of 36 hours in accordance with the Collective Labor Agreement for Wageningen Research (scale 11). At WUR you work in a (inter-)national leading organization in the field of research and education. This is a position for a duration of one year with the prospect of permanent employment if our cooperation is mutually satisfactory.

In addition, we offer:
  • 8% holiday allowance;
  • a fixed end-of-year bonus of 3%;
  • excellent training opportunities and secondary employment conditions;
  • flexible working hours and vacations can be determined in consultation with colleagues in such a way that an optimal balance between work and private life is possible;
  • excellent pension plan through ABP;
  • 171 vacation hours, the possibility to purchase extra and good supplementary leave schemes;
  • a choice model to put together part of your employment conditions yourself, such as a bicycle plan;
  • make use of the sports facilities on campus for a small fee.
Wageningen University & Research stimulates internal career opportunities and mobility with an active internal recruitment policy. There are ample opportunities for own initiative in a learning environment. We offer a versatile job in an international environment with varied activities in a pleasant and open working atmosphere.

Employer

Wageningen University & Research

The mission of Wageningen University & Research is "To explore the potential of nature to improve the quality of life". Within Wageningen University & Research, nine specialised research institutes from the Wageningen Research Foundation and Wageningen University have joined forces to help answer the most important questions in the domain of healthy food and living environment.

With approximately 30 locations, 5,000 employees, and 10,000 students, Wageningen University & Research is one of the leading organisations in its domain worldwide. An integrated approach to problems and the cooperation between various disciplines are at the heart of the unique approach of Wageningen.

For further information about working at Wageningen University & Research, take a look at thespecial career site.

Wageningen University & Research, business unit Greenhouse Horticulture, is the internationally leading contract research institute for greenhouse horticulture. We focus on innovations in the greenhouse horticulture sector. Together with industry, science and government, questions on greenhouse design, crop management and cultivation are analyzed and translated into application-oriented research and innovation processes.
The business unit Greenhouse Horticulture has about 90 employees and three research teams:
  • Crop health, water and growing medium.
  • Crop physiology and management.
  • Greenhouse Technology.
The function described here is part of the Greenhouse Technology research team. Research is conducted to develop sustainable greenhouse and indoor farming production systems in the Netherlands and various regions in the world. Experts in the field of crop physiology, crop protection, greenhouse climate, water, energy, modelling, data science, computer vision, sensors and robotics work together in a multi-disciplinary approach. They do this together with experts from science and business. For more information, take a look at https://www.wur.nl/en/Research-Results/Research-Institutes/plant-research/greenhouse-horticulture.htm

Programme Agro Food Robotics
In the field of Agro Food Robotics research and development, Wageningen University & Research is worldwide the most experienced and innovative organisation. More than 60 engineers and researchers work together with industrial partners on new robotic systems for agri and food. We design agricultural robotic systems for open field, indoor horticulture, fresh chains and food, together with many experts on these application fields within Wageningen. We specialise in artificial intelligence and sensing, especially spectral, learning and vision. For further information about, take a look at http://www.wur.nl/en/Research-Results/Projects-and-programmes/Agro-Food-Robotics.htm

Specifications

  • Research, development, innovation
  • Agriculture
  • max. 36 hours per week
  • University graduate
  • 515986

Employer

Wageningen University & Research

Learn more about this employer

Location

Droevendaalsesteeg, 6708 PB, Wageningen

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