AI and ML are the buzzwords for now, specifically in the Construction Industry because no other technology has the potential to amend the complete building life cycle. BIM emerged by leveraging the power of AI and ML to process the data which meets the demands of the...
How we Automated Scan to BIM using Machine Learning
The process of converting Point Cloud Data into BIM is like an endless process if the client makes you change the model again and again. Because as a technical person, I feel that executing the Scan to BIM process is a huge task that requires a lot of manual work,...
Things to avoid while automating Scan to BIM workflow using Machine Learning
In the AEC industry, Machine Learning has become a prominent factor that is making things easier and smooth. Using Machine Learning, Scan to BIM workflow can easily achieve higher accuracy with nominal human involvement. By leveraging the supremacy of machine...
Build a Digital TWIN platform with nCircle
For those of us in the AEC industry, the concept of a digital representation of a building that can be analyzed prior to actually building it, as embodied by building information modeling, is hardly new. As it is now being utilised in every segment of the AEC...
Why develop custom OCR solution using machine learning?
OCR has been the “talk of technology” in today’s ERP systems. OCR stands for Optical Character Recognition. To tell you what it does, it leads a business to process incoming documents like customer orders, receipts, invoices, scanned reports etc. into digital data....
How Scan-to-BIM can help in Facility Management?
The world has made its journey from making 2D blueprints of a building to 3D, and enhancing it even further into dimensions where one can jump in and out of the blueprints with the help of Scan-to-BIM. A walkthrough scenario of a building at your fingertips does sound
3 steps guideline to choosing an ML based solution for your AEC projects
Machine Learning is a technology that assists computer devices to learn (to think and understand) and make decisions like humans do. Based on the provided data, the Machine Learning system
Understanding the Implications of Machine Learning for the Construction Industry
AI, Machine Learning, and Deep Learning are relatively newer concepts that demand awareness,
Machine Learning Enabled Zonal OCR for Text extraction
Big projects, huge infrastructures, mesmerizing modern structures across the world were built with discipline and the utmost productivity within the minimum time possible. With economies around the world progressing rapidly, the construction industry is becoming...
An innovative approach to analyse point cloud – Machine learning powered Scan-to-BIM
As LIDAR Scanners and Depth Cameras become more affordable and widely used, Scan-to-BIM (Building Information Modelling) changes the way members of the AEC (Architecture, Engineering & Construction) and Construction industry are viewing projects and delivering...