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Clint Morris's Projects

context-informed-multi-seq-2-single-seq icon context-informed-multi-seq-2-single-seq

VDS stations are more densely deployed for monitoring traffic and providing real-time information. By matching VDS stations to CCS sites, a deep learning model called Contextual Informed Multi-Sequence to Single-Sequence (CIMS2SS) is created to generate or estimate CCS data from VDS data.

enabling-risk-aware-routing icon enabling-risk-aware-routing

Enabling Risk-Aware Routing: Harnessing Feature-Rich Big Data for High-Resolution Crash Risk Modeling Using Tree Ensemble

gdot-rp20-07 icon gdot-rp20-07

RP 20-07: Improving Traffic Data Quality by Cross-Checking Loop-Based Data with Video Detection Data

synthetic-parallel-selenium icon synthetic-parallel-selenium

To maximize data acquisition, the speed of selenium scraping can be significantly improved by employing a synthetic multi-threaded approach

yolo-assisted-image-scrape icon yolo-assisted-image-scrape

Utilizing self-supervised targeted image scraping techniques can enhance sparse and imbalanced datasets, to improved performance of classification algorithms.

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