Vacature informatie
Vakgebied:ICTResearch & Development
Techniek & Engineering Vooropleiding:HBO Locatie:IJmuiden Reageren voor:01-04-2024 Mail vacature © OpenStreetMap contributors
Computer Vision OCR for Coil IDs.
What's your job?
Tata Steel produces and delivers strip steel in the form of coils. As soon as a coil is produced it carries an identification number until the next step in the production process. In hot strip mills this number is spray painted on multiple sides of a coil. Applying OCR to read Coil IDs can be a valuable tool to further automate coil handling. OCR is already applied in multiple production locations with varying accuracy, despite optimized lighting conditions and cameras.
In the research of OCR it's well known that performance very much depends on image preprocessing, the number of training examples and deep learning methods. Thousands of images of coils have been collected in one of our coil release stations where Coil ID numbers are applied. Your assignment is to test different OCR models by using open source image preprocessing tools and pre-trained neural networks.
Is this you?
We are looking for a bachelor or masters student skilled in computer vision or another discipline that offers computer vision in its curriculum (such as Data Science, Computer Science) for a 6 month internship. We expect you to be/have:
- skilled in Python, OpenCV and PyTorch or TensorFlow
- able to work independently (determine research approach, analyze results, report)
- critical and curious
We offer you a paid internship with proper guidance. In consultation with you, we start with drawing up your assignment to make sure that it fits the requirements of your university. You can gain valuable experience within a large organization and Dutch only manufacturing industry. You can count on a no-nonsense and result-oriented organization, within which you can make a concrete contribution to the realisation of improvement objectives.
What is your department?
The project will be conducted within R&D department of Tata Steel IJmuiden with great opportunities for networking and being closely involved in the future developments.
Apply or learn more?
Mail vacatureIs deze vacature niet geschikt voor jou, maar ken je iemand die perfect in dit profiel past? Stuur deze vacature gerust door.
Facebook Twitter Email LinkedIn WhatsAppSollicitatieprocedure
1. SolliciteerGesolliciteerd voor een (afstudeer)stage? Wij gaan jouw sollicitatie en motivatie beoordelen en nemen binnen één week contact met je op.
2. GesprekkenJe hebt ons nieuwsgierig gemaakt. In de gesprekken mag je toelichten wat jij komt brengen en waarom wij voor jou moeten kiezen.
3. StageovereenkomstLeuk, je hebt nu de opdracht waar je super enthousiast over bent! Dan is het fijn om te weten dat alle gemaakte afspraken worden vastgelegd in een stage- of afstudeerovereenkomst.
4. Van startWerken aan je vakinhoudelijke en persoonlijke ontwikkeling, zowel in je opdracht als in ons netwerk van stagiairs voor stagiairs. Wellicht is dit zelfs wel de start van iets groters...