Search Results for author: Peter McCloskey

Found 2 papers, 0 papers with code

Assessing a mobile-based deep learning model for plant disease surveillance

no code implementations4 May 2018 Amanda Ramcharan, Peter McCloskey, Kelsee Baranowski, Neema Mbilinyi, Latifa Mrisho, Mathias Ndalahwa, James Legg, David Hughes

If the potential of smartphone CNNs are to be realized our data suggest it is crucial to consider tuning precision and recall performance in order to achieve the desired performance in real world settings.

object-detection Object Detection

Using Transfer Learning for Image-Based Cassava Disease Detection

no code implementations19 Jun 2017 Amanda Ramcharan, Kelsee Baranowski, Peter McCloskey, Babuali Ahmed, James Legg, David Hughes

Our results show that the transfer learning approach for image recognition of field images offers a fast, affordable, and easily deployable strategy for digital plant disease detection.

Transfer Learning

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