Object Detection Using Convolutional Neural Network Trained on Synthetic Images

Training data is the bottleneck for training Convolutional Neural Networks. A larger dataset gives better accuracy though also needs longer training time. It is shown by finetuning neural networks on synthetic rendered images, that the mean average precision increases. This method was applied to two...

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Bibliographic Details
Main Author: Vi, Margareta
Format: Others
Language:English
Published: Linköpings universitet, Datorseende 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-153224