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Systematic Evaluation of Image Tiling Adverse Effects on Deep Learning Semantic Segmentation
Convolutional neural network (CNN) models obtain state of the art performance on image classification, localization, and segmentation tasks. Limitations in computer hardware, most notably memory size in deep learning accelerator cards, prevent relatively large images, such as those from medical and...
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| 出版年: | Front Neurosci |
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| 主要な著者: | , , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
Frontiers Media S.A.
2020
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| 主題: | |
| オンライン･アクセス: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7020775/ https://ncbi.nlm.nih.gov/pubmed/32116512 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00065 |
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