Convolutional neural networks for cell detection and counting : a case study of human cell quantification in zebrafish xenografts using deep learning object detection techniques

Dissertation presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics

Detalhes bibliográficos
Autor principal: Albuquerque, Carina Isabel Andrade (author)
Formato: masterThesis
Idioma:eng
Publicado em: 2019
Assuntos:
Deep Learning
FasterR-CNN
Cell Counting
Machine Learning
Neural Networks
Computer Vision
Object Detection
Convolutional Neural Networks
Incep- tion ResNetV2
Quantificação de células
Redes Neuronais
Visãocomputacional
Texto completo:http://hdl.handle.net/10362/62425
País:Portugal
Oai:oai:run.unl.pt:10362/62425

Texto Completo

http://hdl.handle.net/10362/62425

Registros relacionados