Real-time plant health assessment via implementing cloud-based scalable transfer learning on AWS DeepLens

The control of plant leaf diseases is crucial as it affects the quality and production of plant species with an effect on the economy of any country. Automated identification and classification of plant leaf diseases is, therefore, essential for the reduction of economic losses and the conservation...

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Veröffentlicht in:	PloS one 2020-12, Vol.15 (12), p.e0243243
Hauptverfasser:	Khan, Asim, Nawaz, Umair, Ulhaq, Anwaar, Robinson, Randall W
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Automation Biology and Life Sciences Classification Cloud Computing Computer and Information Sciences Conservation Crop diseases Diagnosis Economic impact Fruit trees Fruits Identification and classification Image classification Image Processing, Computer-Assisted - methods Learning Learning algorithms Leaves Machine Learning Medical imaging Plant diseases Plant Diseases - classification Plant Leaves - anatomy & histology Plant species Plants Potatoes Real time Research and Analysis Methods Strawberries Tomatoes Transfer learning Trees Vegetables Web services Wildlife conservation
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