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About Fully Convolutional Neural Network
The document discusses exploring deep learning network architectures for volumetric semantic segmentation. It implemented three architectures - Fully Convolutional, Residual Blocks, and Inception Blocks. The Inception network was found to be the most robust, able to overcome class imbalance and perform relatively well on noisy images. While performance may not generalize to real data, insights were provided on deep learning for volumetric semantic segmentation, an active area of research.
Detailed Information
Author: | ['akmalulkhairi16'] |
---|---|
Publication Year: | 2019 |
Pages: | 7 |
Language: | English |
Format: | |
Price: | FREE |
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