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UMD x Ironsite Startup Shell

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Test
Test

A great project

Daniele Moro
0 1
Experience Engine
Experience Engine

Turn your site footage into your training program

Stephen Shkeda Alex Woodka Anjali Sreenivasan
1 0
VISTA
VISTA

Video Intelligence with Spatio-Temporal Augmented Retrieval for Egocentric Understanding

Nithin Skantha Murugan Sneha Vellelath Santhi Prasanna P Swapnita Sahu + 1
2 0
TerraVision
TerraVision

Bringing Spatial Intelligence to the Skeleton of the Building

Pavan Kumar Kundeti Srikara Junnuri Ananya Srinivasan Pranathi Bachu + 1
1 0
IronVision Forecaster
IronVision Forecaster

IronVision Forecaster multi-stage AI system that transforms raw construction site video into structured progress intelligence, next-day task plans, material forecasts, & executive-ready reports.

Rishika Thakre Siddhi Rohan Meghna Bhupesh Gupta Mukul Gupta
0 0
MSG: Multimodal Spatial reasoning Gym
MSG: Multimodal Spatial reasoning Gym

Reinforcement learning environment to sprinkle spatial reasoning ability onto VLMs.

Areg Gevorgyan
0 0
Splatt
Splatt

Splat builds 3D scenes from videos, calculating POV locations & object global positions to build models of scenes accessible through LLM queries, as well as feature highlights and scene exploration.

Mohammad Sadiq Aneesh Reddy Farhan Kittur V Shah + 1
0 0
SiteSense
SiteSense

SiteSense turns raw video into spatial intelligence, modeling activity over time to reveal productivity, idle blockers, and operational insights for real world teams.

Eashwar Sathyamurthy Yaseen Taha Madyann Abdullah Shamsan
0 0
Archvision
Archvision

Archvision: AI-driven architectural workflows that turn ideas into "Geometry-Aware" 2D concepts and technical artifacts, powering immersive 3D Gaussian Splat environments in minutes.

Tanush Kallem Smit Patel Anurag Perakalapudi Aarush Vinod + 1
0 0
Moonshot
Moonshot

We turn raw construction footage into structured, supervisor-ready reports that display worker actions, timelines, and productivity metrics by aggregating state-of-the-art AI models.

Navin Narayanan Akshat Goyal SakthiS-oss Sadayappan Yash Sojitra + 1
2 0
Iron Scan
Iron Scan

SiteVault turns messy construction video into precise 3D maps. Using CV2Depth and LLMs, we detect off-spec builds remotely, saving superintendents site visits and fixing AI's spatial blindness.

Eunice Yang Sridhar Vedula Shreeya Gupta shaheen-bhattacharya Bhattacharya + 1
0 0
Harmony
Harmony

Fast, realistic room layouts guided by harmony and visualized in 3D. Generate a clean layout from photos, render it with our asset library, and preview flow, spacing, and placement.

Jayant Maheshwari Shreyas Bhargava
0 0
BuilderBobs
BuilderBobs

Hackathon Project — February 2026 Analyze construction worker body-cam footage with computer vision + AI vision models to power a real-time supervisor dashboard.

Dakshi Goel Kshitij Sahu Sujeet Madihalli
0 0
IronVision
IronVision

Ironsite turns body cam footage into construction site intelligence. Our CV pipeline auto-detects workers, tools, and PPE, reconstructs the scene in 3D, and delivers real-time productivity reports.

Ayushman Anant Kathy331 Chen Rohan Chintakindi Abdul Hadi
0 0
DeepAnchor - Increasing Measurement Accuracy on Spatial Data
DeepAnchor - Increasing Measurement Accuracy on Spatial Data

An Anchor Calibration Vision Language Model for making better measurements within spatial construction data.

Ankit Nakhawa Souptik Mandal Utsav Kataria Eshan Singh + 1
0 0
Ironminers
Ironminers

Saving construction managers valuable time and effort with a site management brain

Aprameya Kannan Hassan Turay Chukwudalu Dumebi-Kachikwu Ricky Chen + 1
0 0
Jarvis
Jarvis

Construction Intelligence using Spatial Evidence and Voice AI

Santosh Sureshkumar Joshua Vallabhaneni Sohum Desai Aarnav Tare
2 0
Big Brother
Big Brother

Queryable Memory for Construction Sites

Aditya Koul Shivam Garg
0 0
SemaDepth
SemaDepth

2D camera → 3D spatial sensor YOLOv8 · LLM Semantic Reasoning · No LiDAR

Sreenidhi Kumba Sathia Saravana
0 0
SpacialLens
SpacialLens

SpatialLens enables true spatial reasoning in VLMs by calibrating images with real-world dimensions and injecting computed measurements for accurate, metric-grounded outputs.

Ateeq Ur Rehman Mohammed Syed Mohammed
0 0
SpatialFlow
SpatialFlow

SpatialFlow - Know exactly where every material, worker and zone belongs on your construction site. Every week, in Seconds.

Harshitha Gaddambachahalli Raghukumar Bala Swapnika Gopi Surya Prasath Jayakumar
0 0
PathGuard
PathGuard

PathGuard is an on-device safety system that detects hazards in a worker’s path and labels site footage with structured safety data, improving real-time protection, reporting, and productivity

Rayhan Basheer Patel Keshav Naram Suraj Rao Rao
2 0
UMDSite
UMDSite

We turn ordinary construction video into real progress metrics by comparing geometry over time using full 3D when possible and AI depth when it’s messy. No sensors. No labels. Built for reality.

Akhil Mallajosyula Arjun Mehan James Fahey Dayang Niu
3 0
Construction Site Safety Intelligence Dashboard
Construction Site Safety Intelligence Dashboard

We propose an ML-powered dashboard so worker shifts become actionable reports. At EOD, the dashboard shows violation logs aligned to OSHA standards, so that safety leads can act, not watch feeds daily

Ananth Sriram Neel Mokaria Rajveer Singh
6 0

1 – 24 of 28

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