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

Bibliographic Details
Main Author: Albuquerque, Carina Isabel Andrade (author)
Format: masterThesis
Language:eng
Published: 2019
Subjects:
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
Online Access:http://hdl.handle.net/10362/62425
Country:Portugal
Oai:oai:run.unl.pt:10362/62425

Internet

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

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