Deep-learning system explores materials’ interiors from the outside

A new system developed by researchers at MIT's Computer Science and Artificial Intelligence Laboratory can see inside buildings and create detailed floor plans.

27/04/2023

Deep-learning system explores materials’ interiors from the outside

A recent article on the MIT News website explores a new system developed by researchers at MIT’s Computer Science and Artificial Intelligence Laboratory that can “see” inside buildings and create detailed floor plans.

The system uses Deep Learning algorithms to analyze 2D floor plans and create 3D models of building interiors, complete with detailed room layouts and furniture arrangements. This technology has implications for a range of industries, from architecture and interior design to real estate and home renovation.

The researchers behind the system trained their deep learning algorithms using a dataset of over 1,000 floor plans and corresponding 3D models. The resulting system can accurately predict the layout of a building’s interior and generate a detailed 3D model in just a few minutes.

Did you know that TechnoLynx is also specialized in Deep-learning algorithms, besides many other cutting-edge concepts? Contact us for more info!

Credits: MIT

Read our Blog!

Technical Excellence

Founded in 2019 by Balázs Keszthelyi, co-inventor of more than a dozen patents and contributor to two international standards, we know how to beat the state-of-the-art.

Balázs’ passion for high quality and superior performance sets a high bar, generating value for our clients and growth for our employees.

Meet our team

Technologies

Computer Vision
Edge Computing
High Performance Computing
Generative AI
Natural Language Processing
Extended Reality (XR)

What We Do

We specialise in guiding clients through the entire research and development journey, from initial prototyping to seamless integration and even safeguarding intellectual property. As an innovative solutions center, we not only identify areas for workflow enhancement but also actively engage in crafting and implementing solutions.

Reach out!

Services

Technical Business Analysis & Consulting
R&D Outsourcing
Custom Software Development
MLOps
Performance Optimisation

20/12/2024

Machine Learning, Deep Learning, LLMs and GenAI Compared

Explore the differences and connections between machine learning, deep learning, large language models (LLMs), and generative AI (GenAI).

9/08/2024

What is a transformer in deep learning?

Learn how transformers have revolutionised deep learning, especially in NLP, machine translation, and more. Explore the future of AI with TechnoLynx's expertise in transformer-based models.

28/02/2024

Maximising Social Media Insights with Deep Learning Analytics

Discover how deep learning transforms social media data analysis, enhancing insights and decision-making for businesses.

13/02/2024

Applications of AI and Deep Learning Solutions by TechnoLynx

Deep Learning is the leading player in the rapidly changing AI field that redefines industries. Find out how TechnoLynx translates deep learning into custom AI solutions, which drive enterprises ahead.

5/10/2023

What are transformers in deep learning?

The article below provides an insightful comparison between two key concepts in artificial intelligence: Transformers and Deep Learning.

4/10/2023

Machine Learning versus Deep Learning

DataCamp's tutorial on machine and deep learning is a valuable resource for anyone interested in diving into the world of data science.

2/10/2023

Learning deep learning for computer vision

Are you passionate about computer vision and eager to take your skills to the next level? PyImageSearch provides an excellent opportunity for you!

1/09/2023

AI predicting chemicals' smells

This new AI-driven approach utilises deep learning algorithms to decipher complex relationships between molecular structures and the resulting odors.

30/08/2023

Deep Learning - the South Park episode co-written with ChatGPT

The latest episode of the iconic animated series "South Park" called "Deep Learning" featured a surprising co-writer: ChatGPT, OpenAI's advanced language model.