FAST-TrAC Industry Projects
FAST-TrAC projects showcase applied AI, analytics, automation, computer vision, and digital transformation collaborations with industry partners. These projects translate research expertise into practical solutions across agriculture, manufacturing, transportation, business analytics, and emerging AI systems.
25+
Projects
15+
Industry Partners
AI
Applied Research Focus
Detection and Counting of Corn Stalk Using Potentiometer Data
Ag Leader Trench Camera Project Proposal
Evaluating Feasibility of RAG-Augmented LLM Chatbot for Farmers Organic Agriculture Queries
Descriptive Analytics of Iowa Business Technology Recommendation Program
AI and CV-ML Project Development
Automation for Daily Order Specification Worksheet
Project 1
Batch Records to Data Automation
Advanced Research in Federated Learning
Evaluating AI Tools for Extractive Question Answering on Investment Portfolios
Machine Learning-Based Failure Prediction Using Internal Test and Routing Data
Language of Farming
Language of Farming, Phase 2
Mobile Crop Processing Sensor Training
Projects for Integrating AI with Design
Vision Model, Weather Condition Classification
Virtual TA
QC1 – Video-based Performance Evaluation at Signalized Intersections
QC2 – Automated Traffic Movement Counts Using Video Data
QC3 – Nighttime Vehicle Classification Proposal
QC1 – Trajectory Stitching and Real-Time Count Generation from Fragmented Video Tracks
QC2 – Exploratory Evaluation of LLM-Driven Insight Generation for QC Traffic Data
QC3 – Object Tracking, Implement Detection and Correction of False Object-Trajectory Connections
Image Detection and Classification for Cryo-EM Images
Inverse Scientific Machine Learning: Automated Pipeline for Dataset Generation in the Cloud and Training Standard Scientific Machine Learning Models
Project #2 Synthetic Crash Video Generation Platform
Project #1 Open Access Traffic Video Repository & Scenario Sampling Platform