articleTop 1% cited
Plant identification using deep neural networks via optimization of transfer learning parameters
Neurocomputing · 2017 · Vol. 235 · pp. 228–235
Mostafa Mehdipour Ghazi✉(Sabancı Üniversitesi)Berrin Yanıkoğlu(Sabancı Üniversitesi)Erchan Aptoula(Gebze Technical University)
Smart Agriculture and AIRemote Sensing in AgricultureRemote-Sensing Image ClassificationOverfittingComputer scienceArtificial intelligenceConvolutional neural networkTransfer of learningTest setMachine learningSet (abstract data type)Pattern recognition (psychology)Data set
Funding
- Türkiye Bilimsel ve Teknolojik Araştırma Kurumu
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References
Learning Hierarchical Features for Scene Labeling
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 2,704 citations
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision · 2015 · 39,683 citations
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation · 2006 · 16,253 citations
Leaf shape based plant species recognition
Applied Mathematics and Computation · 2006 · 300 citations
Deep learning
Nature · 2015 · 79,164 citations
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