Deep learning for large-scale fine-grained recognition of cars

Deep learning (DL) is widely used nowadays, with several applications in image classification and object detection. Among many of these applications is the use of Convolutional Neural Networks (CNNs) whose operation is: for a given input (image) and output (label/class), generate representations tha...

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Detalhes bibliográficos
Autor principal: Cruz, João Rodrigo Romão Marinho Pinto da (author)
Formato: masterThesis
Idioma:eng
Publicado em: 2019
Assuntos:
Make
Model and version recognition
Transfer learning
Deep learning
Convolutional neural networks
Image classification
Fine-grained classification
Engenharia informática
Redes neuronais
Modelos de input-output
Análise da imagem
Reconhecimento de padrões
Indústria automóvel
Texto completo:http://hdl.handle.net/10071/17850
País:Portugal
Oai:oai:repositorio.iscte-iul.pt:10071/17850

Texto Completo

http://hdl.handle.net/10071/17850

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