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Zubin Bhuyan's Projects

chexpert icon chexpert

Multi-label, multi-class classification of chest X-ray images using PyTorch

coco2dota icon coco2dota

This Python script converts annotations from a COCO format JSON file to a DOTA format (OBB).

coco2yolo-obb icon coco2yolo-obb

COCO Polygons to YOLO OBB converter. The resulting annotations are stored in individual text files, following the YOLO OBB format convention.

coco2yolo-seg icon coco2yolo-seg

coco2yolo-segmentation: Convert COCO segmentation annotation to YOLO segmentation format effortlessly with this Python package. The resulting annotations are stored in individual text files, following the YOLO segmentation format convention.

ftvs icon ftvs

FTVS (Fast Thermal Vehicle Segmentation) is a rapid and precise solution for segmentation and tracking of vehicles in thermal videos, ensuring efficiency in thermal video analysis.

r-net icon r-net

Tensorflow Implementation of R-Net

smartworkzonecontrol icon smartworkzonecontrol

This research project aims to develop methods to extract vehicle trajectories;, use the trajectories to analyze driver behavior, particularly lane-changing behavior under different conditions, and identify safety hazards and opportunities to improve work zone safety and operations. (MassDOT Research Program with funding from FHWA SPR funds.)

temporal-3d-lidar-tarl icon temporal-3d-lidar-tarl

[CVPR'23] TARL: Temporal Consistent 3D LiDAR Representation Learning for Semantic Perception in Autonomous Driving

thermaldrone_vehicleobb icon thermaldrone_vehicleobb

Repository for a thermal imaging solution aimed at vehicle tracking in drone-captured videos, incorporating oriented bounding boxes and SHAI for superior detection capabilities.

transport_ai_pilot_studies-netc icon transport_ai_pilot_studies-netc

We explore Transportation Data Analytics and AI based analysis methodologies in this project; funded by the New England Transportation Consortium (NETC), featuring a comprehensive review of data sources and deep learning-based case studies addressing Transportation Systems Management and Operations (TSMO) challenges.

ttt2021-champion icon ttt2021-champion

Transportation Technology Tournament 2021- Team RiverHawks (UMass Lowell) wins TTT'24

xray-textredaction icon xray-textredaction

Official implementation of Character Region Awareness for Text Detection (CRAFT)

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