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Detecção e identificação de doenças em folhas utilizando redes neurais
(Universidade Federal de São Carlos, 2023-09-06)
In this study, an approach using neural networks for the detection and classification
of diseases in soybean leaves based on images was explored. The main objective of
the research was to develop a model capable of ...
Algoritimo de detecção de retinopatia diabética baseado em aprendizado de máquina
(Universidade Federal de São Carlos, 2023-04-06)
In this study, the application of neural network and machine learning techniques was explored in order to identify the presence of lesions related to diabetic retinopathy (DR) in fundus images. DR is a frequent complication ...
Classificação de imagens de satélite com redes neurais convolucionais
(Universidade Federal de São Carlos, 2023-04-06)
Satellite images are used in several areas, such as agribusiness, urban planning, environmental monitoring, among others. These images have a large and complex amount of data and the application of Machine Learning techniques ...