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Modular Multi-Attribute Vehicle Analysis by Color, License Plate, Make and Sub-Model Using YOLO and OCR: A Benchmark Across YOLO Versions

We present a modular multi-attribute vehicle analysis pipeline that integrates YOLO-based models and an OCR engine into a single workflow. The system detects vehicles, classifies color, recognizes make and sub-model, detects license plates, and extracts plate characters to generate a structured vehi...

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Principais autores: Cristian Japhet Islas-Yañez, Viridiana Hernández-Herrera, Moisés Márquez-Olivera
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-04-01
Serier:Sensors
Fag:
multi-attribute vehicle analysis
YOLO
license-plate recognition
OCR
color classification
make and sub-model
Online adgang:https://www.mdpi.com/1424-8220/26/9/2785
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