Are you a final-year master's student in search of your thesis project?

At Bontouch, we're developing and creating digital experiences for iconic brands. Join us for a transformative research experience at the forefront of mobile and digital product development. Dive into real-world projects and make your mark in digital product innovation.

Background

As immersive technologies like Augmented and Virtual Reality continue to grow, there is an increasing demand for 3D content that enables natural user experiences. An interesting possible application revolves around e-commerce, especially within the fashion industry: rather than browsing flat product photos, wouldn’t it be cool to see the shirt you want, in 3D and right in front of your eyes, but still from the comfort of your home? A more realistic preview of the products might not just be fun but also help customers make better choices, avoiding wasteful and time-consuming returns.

Task

In this thesis project, you will investigate methods for generating a 3D model starting from a picture of clothes. A possible solution might involve identifying pieces of clothing in the image, classifying them into a set of categories, generating a 3D mesh (or matching an existing mesh corresponding to the type of garment), and applying a texture obtained from the original picture. Other approaches might include using one or more generative AI models to obtain the final 3D model directly.

Part of the project might also consist of setting up a workbench for stable analysis of the implementation in terms of efficacy, efficiency, and accuracy. Depending on the methodology explored to solve the task, you might also need to gather or generate a dataset consisting of images, videos, or other input data.

You will have complete freedom to choose the direction you prefer, as well as access to all necessary resources (a workstation equipped with a powerful GPU, software licenses, and of course, guidance from our designers and engineers at Bontouch).

This thesis project may suit you if...

• Have the opportunity to work from any of our offices: Stockholm, Åre/Östersund, or Kalmar.
• You have an interest in mobile development or digital products.
• You are interested in 3D modeling
• You are curious about VR/AR technologies
• You are interested in exploring Computer Vision and Deep Learning techniques

Our Interview Process

• Interview with our recruiter, Pontus.
• Case assignment.
• Case presentation with two of our developers.
• Final meeting.

Start your journey with us today.