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Author

Manuel J. Ibarra-Cabrera

2 papers indexed here

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Open access Sep 2026

Comparison of CNN Architectures via Transfer Learning for Avocado Fruit Disease Classification

Anthracnose and scab reduce the commercial quality of avocado fruit, and their visual diagnosis can be difficult when lesions present similar features. This study compares VGG16, ResNet50, EfficientNetB2, and InceptionV3 using transfer learning to classify healthy, anthracnose-infected, and scab-infected fruits. The pr...

Marco Antonio Mejia Llamocca, Manuel J. Ibarra-Cabrera · 0 citations
Open access Sep 2026

Intelligent Surveillance System for Knife Detection Based on YOLOv8 Neural Networks

The design and implementation of an intelligent surveillance system based on the YOLOv8nano architecture for real-time detection of sharp objects, specifically knives, in images and video streams is presented.

Luis Fernando Juarez Peña, Manuel J. Ibarra-Cabrera · 0 citations

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