Overview

VisionHub is a smart tool that centralizes, visualizes, and controls every detail of construction projects so it can be managed efficiently and in real time. VisionHub chose atmosol to build an AI vision-based activity monitoring and reporting tool for their product

Features

VisionHub AI Features

VisionHub's AI provides construction companies with objective and up-to-date information on the level of activity in your project through automatic analysis of 4K images
  • Object Identification
    A YOLO model was fine-tuned to understand more construction related objects so they can be identified
  • Activity Relevance
    The model filters our activity that is not releant like cranes moving in the wind
  • GDPR Compliance
    All analysis is conducted preserving anonymity and in compliance with the General Data Protection Regulation (GDPR), using facial blurring techniques and generating statistical data not linked to individuals.
  • Reporting
    Reports are generated based on the identified activity for monitoring the construction site

Significant Accomplishments

Model Fine-Tuning

Idnetified and fine-tuned the right layers of YOLO model to overcome the model's shortcomings in terms of forgetting existing learning while fine-tuning.

Integration

AI Analytics is fully integrated with the following modules: Time Lapse, Live View, Photo Comparison, and Project Management. This integration allows cross-referencing real activity data with images, documents, and schedules within a single platform.
Portfolio

Case Studies