Internship: Deep Learning for Few-Shot Image Classification

Company Description

Lely, founded in 1948, directs all its efforts towards creating a sustainable, profitable and enjoyable future in farming. Circling the cow, the company develops premium robotics and data systems that increase animal welfare, flexibility and production on the dairy farm.  

For more than 75 years, Lely has been leading in the sale and service of automated milking systems to successive generations of dairy farmers across the globe. Every day, Lely inspires her employees to offer customers innovative solutions and be a reliable partner for long-term advice and support. With her Head office in The Netherlands and a worldwide network of dedicated Lely Center locations for tailor-made sales and support, the Lely Group is active in more than 40 countries and employs around 2.400 people.  

Job Description

Are you passionate about deep learning and keen to make a meaningful impact on the agricultural industry? As an intern in our Product Development department, you will work on a challenging project focused on image classification using minimal labelled data. By exploring and implementing advanced AI solutions, you will help improve Lely’s technological capabilities to enhance the efficiency of dairy farming.  

During this internship, you will:  

• Prepare and preprocess data for model training.  
• Experiment with deep learning algorithms for image classification in situations where there is limited labelled data.  
• Optimise model performance by fine-tuning hyperparameters, aiming for a balance between accuracy and efficiency.  
• Integrate the developed model into existing systems.  
• Iteratively test, analyse, and refine the model, adapting to feedback from team members.  
• Maintain thorough documentation of your experiments, methods, and findings, and occasionally present these to your team.  

You’ll work at the Lely Campus in Maassluis with our dedicated Machine Vision team, who will provide guidance and support as you dive into this complex and rewarding project. 

Qualifications

To be successful in this role, you should:  

• Be enrolled in a master’s programme in Computer Science, Mathematics, Artificial Intelligence, or Robotics (WO level).  
• Be proficient in Python and have a basic understanding of image processing, computer vision, and machine learning concepts.  
• Have foundational knowledge of deep learning and familiarity with key libraries such as PyTorch.  
• Possess strong analytical skills and critical thinking abilities.  
• Communicate effectively and enjoy collaborating within a team.  
• Approach tasks in a structured, accurate manner.  

Additional Information

At Lely, we provide a supportive and dynamic environment where you’ll work with experienced data scientists and analysts. Here’s what we offer to make your internship experience valuable and enjoyable:  

• A monthly internship allowance of up to €400.  
• Accommodation in a company-owned apartment if commuting is too long.  
• Fortnightly internship events to connect with other interns in a fun, informal setting.  
• Access to the #FitatLely program, offering online sports lessons, master classes on working from home, and activities focused on Body, Mind, and Food.  
• A modern workspace with excellent amenities, including fresh coffee from our in-house barista.    

Your Challenge? Turn complex data into actionable insights to help shape Lely’s journey in agricultural innovation. Ready to make an impact with data? Apply now to start your internship in February 2025!