Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification

BACKGROUND: The correct identification of pills is very important to ensure the safe administration of drugs to patients. Here, we use three current mainstream object detection models, namely RetinaNet, Single Shot Multi-Box Detector (SSD), and You Only Look Once v3(YOLO v3), to identify pills and c...

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Detalles Bibliográficos
Autores principales: Tan, Lu, Huangfu, Tianran, Wu, Liyao, Chen, Wenying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609721/
https://www.ncbi.nlm.nih.gov/pubmed/34809632
http://dx.doi.org/10.1186/s12911-021-01691-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8609721/
https://www.ncbi.nlm.nih.gov/pubmed/34809632
http://dx.doi.org/10.1186/s12911-021-01691-8

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