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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7020775/ https://www.ncbi.nlm.nih.gov/pubmed/32116512 http://dx.doi.org/10.3389/fnins.2020.00065 |