Tourism scene classification based on multi-stage transfer learning model
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3351-2
Abstract: In the past, many researchers focus on scene classification in computer vision, because it is an important problem. Tourism scene classification, however, has not been paid attention to in the field of computer vision. In… read more here.
Keywords: tourism; scene classification; stage transfer; scene ... See more keywords
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2018.2870343
Abstract: In this paper, we developed a deep convolutional neural network (CNN) for the classification of malignant and benign masses in digital breast tomosynthesis (DBT) using a multi-stage transfer learning approach that utilized data from similar… read more here.
Keywords: stage transfer; multi stage; transfer learning; transfer ... See more keywords
Fine-grained weed recognition using Swin Transformer and two-stage transfer learning
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2023.1134932
Abstract: Weeding is very critical for agriculture due to its importance for reducing crop yield loss. Accurate recognition of weed species is one of the major challenges for achieving automatic and precise weeding. To improve the… read more here.
Keywords: recognition; two stage; stage transfer; transfer learning ... See more keywords