Concepedia

Automatic classification of biofouling images from offshore renewable energy structures using deep learning

Juliette Signor, Franck Schoefs, Nolwenn Quillien, Guillaume Damblans

Ocean Engineering · 2023 · 18 citations · 47 references

Open access

Concepts

ComputingComputer ScienceOcean EngineeringComputer VisionMachine LearningOffshore StructuresDeep LearningImage ClassificationImage Feature EngineeringMarine Energy OperationsObject RecognitionRenewable EnergyAutomatic ClassificationDeep Image FeaturesDeep Learning DetectionDeep Learning For InspectionDeep Learning-based ClassificationDeep Learning-based IdentificationScene Classification With Deep Learning

References

47

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

A Comprehensive Survey on Transfer Learning

Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan et al. · Proceedings of the IEEE · 2020 · 6.2K citations

Computing, Computer Science, Knowledge Transfer +5

A survey of transfer learning

Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang · Journal Of Big Data · 2016 · 6.2K citations · Full text

Computing, Computer Science, Data Mining +8

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

Mohammad Sadegh Norouzzadeh, Anh‐Tu Nguyen, Margaret Kosmala et al. · Proceedings of the National Academy of Sciences · 2018 · 1.2K citations · Full text

Computing, Computer Science, Ecology +17

Impact of dataset size and variety on the effectiveness of deep learning and transfer learning for plant disease classification

Jayme Garcia Arnal Barbedo · Computers and Electronics in Agriculture · 2018 · 690 citations

Agriculture, Plant Pathology, Plant Sciences +11