Deep Learning for Image-Based Cassava Disease Detection
Ramcharan, Amanda, Baranowski, Kelsee, McCloskey, Peter, Ahmed, Babuali, Legg, James, Hughes, David P
Published in Frontiers in plant science (27.10.2017)
Published in Frontiers in plant science (27.10.2017)
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Journal Article
A Mobile-Based Deep Learning Model for Cassava Disease Diagnosis
Ramcharan, Amanda, McCloskey, Peter, Baranowski, Kelsee, Mbilinyi, Neema, Mrisho, Latifa, Ndalahwa, Mathias, Legg, James, Hughes, David P
Published in Frontiers in plant science (20.03.2019)
Published in Frontiers in plant science (20.03.2019)
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Journal Article
Accuracy of a Smartphone-Based Object Detection Model, PlantVillage Nuru, in Identifying the Foliar Symptoms of the Viral Diseases of Cassava-CMD and CBSD
Mrisho, Latifa M, Mbilinyi, Neema A, Ndalahwa, Mathias, Ramcharan, Amanda M, Kehs, Annalyse K, McCloskey, Peter C, Murithi, Harun, Hughes, David P, Legg, James P
Published in Frontiers in plant science (18.12.2020)
Published in Frontiers in plant science (18.12.2020)
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Journal Article
Regional Monitoring of Fall Armyworm (FAW) Using Early Warning Systems
Buchaillot, Ma. Luisa, Cairns, Jill, Hamadziripi, Esnath, Wilson, Kenneth, Hughes, David, Chelal, John, McCloskey, Peter, Kehs, Annalyse, Clinton, Nicholas, Araus, José Luis, Kefauver, Shawn C.
Published in Remote sensing (Basel, Switzerland) (01.10.2022)
Published in Remote sensing (Basel, Switzerland) (01.10.2022)
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Journal Article
Exploring an Artificial Intelligence–Based, Gamified Phone App Prototype to Track and Improve Food Choices of Adolescent Girls in Vietnam: Acceptability, Usability, and Likeability Study
C Braga, Bianca, Nguyen, Phuong H, Aberman, Noora-Lisa, Doyle, Frank, Folson, Gloria, Hoang, Nga, Huynh, Phuong, Koch, Bastien, McCloskey, Peter, Tran, Lan, Hughes, David, Gelli, Aulo
Published in JMIR formative research (01.07.2022)
Published in JMIR formative research (01.07.2022)
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Journal Article
From Village to Globe: A Dynamic Real-Time Map of African Fields Through PlantVillage
Kehs, Annalyse, McCloskey, Peter, Chelal, John, Morr, Derek, Amakove, Stellah, Plimo, Bismark, Mayieka, John, Ntango, Gladys, Nyongesa, Kelvin, Pamba, Lawrence, Jeptoo, Melodine, Mugo, James, Tsuma, Mercyline, Mukami, Wincate, Onyango, Winnie, Hughes, David
Published in Frontiers in sustainable food systems (10.05.2021)
Published in Frontiers in sustainable food systems (10.05.2021)
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Journal Article
Measuring adherence, acceptability and likability of an artificial-intelligence-based, gamified phone application to improve the quality of dietary choices of adolescents in Ghana and Vietnam: Protocol of a randomized controlled pilot test
Braga, Bianca C, Arrieta, Alejandra, Bannerman, Boateng, Doyle, Frank, Folson, Gloria, Gangupantulu, Rohit, Hoang, Nga Thu, Huynh, Phuong Nam, Koch, Bastien, McCloskey, Peter, Tran, Lan Mai, Tran, Trang Huyen T, Truong, Duong Thuy T, Nguyen, Phuong H, Hughes, David, Gelli, Aulo
Published in Frontiers in digital health (06.12.2022)
Published in Frontiers in digital health (06.12.2022)
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Journal Article
Validation of Mobile Artificial Intelligence Technology-Assisted Dietary Assessment Tool Against Weighed Records and 24-Hour Recall in Adolescent Females in Ghana
Folson, Gloria K, Bannerman, Boateng, Atadze, Vicentia, Ador, Gabriel, Kolt, Bastien, McCloskey, Peter, Gangupantulu, Rohit, Arrieta, Alejandra, Braga, Bianca C, Arsenault, Joanne, Kehs, Annalyse, Doyle, Frank, Tran, Lan Mai, Hoang, Nga Thu, Hughes, David, Nguyen, Phuong Hong, Gelli, Aulo
Published in The Journal of nutrition (01.08.2023)
Published in The Journal of nutrition (01.08.2023)
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Journal Article
Relative validity of a mobile AI-technology–assisted dietary assessment in adolescent females in Vietnam
Nguyen, Phuong Hong, Tran, Lan Mai, Hoang, Nga Thu, Trương, Duong Thuy Thi, Tran, Trang Huyen Thi, Huynh, Phuong Nam, Koch, Bastien, McCloskey, Peter, Gangupantulu, Rohit, Folson, Gloria, Bannerman, Boateng, Arrieta, Alejandra, Braga, Bianca C, Arsenault, Joanne, Kehs, Annalyse, Doyle, Frank, Hughes, David, Gelli, Aulo
Published in The American journal of clinical nutrition (01.10.2022)
Published in The American journal of clinical nutrition (01.10.2022)
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Journal Article
OR01-01-23 Computer Vision-Assisted Dietary Assessment Through Mobile Phones in School-Age Children in Ghana: Validity Against Weighed Records and Comparison With 24-Hour Recall
Gelli, Aulo, Bannerman, Boateng, Ador, Gabriel, Asante, Millicent, Atadze, Vicentia, Kolt, Bastien, McCloskey, Peter, Nguyen, Phuong, Hughes, David, Folson, Gloria
Published in Current developments in nutrition (01.07.2023)
Published in Current developments in nutrition (01.07.2023)
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Journal Article
Feasibility of Using an Artificial Intelligence-based Telephone Application for Dietary Assessment and Nudging to Improve the Quality of Food Choices of Female Adolescents in Vietnam: Evidence from a Randomized Pilot Study
Braga, Bianca C, Nguyen, Phuong H, Tran, Lan Mai, Hoang, Nga Thu, Bannerman, Boateng, Doyle, Frank, Folson, Gloria, Gangupantulu, Rohit, Karachiwalla, Naureen, Kolt, Bastien, McCloskey, Peter, Palloni, Giordano, Thi Tran, Trang Huyen, Thuy Thi Trơưng, Duong, Hughes, David, Gelli, Aulo
Published in Current developments in nutrition (01.06.2024)
Published in Current developments in nutrition (01.06.2024)
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Journal Article
Multi-Scale Remote Sensing for Fall Armyworm Monitoring and Early Warning Systems
Buchaillot, Ma. Luisa, Cairns, Jill, Hamadziripi, Esnath, Wilson, Kenneth, Hughes, David, Chelal, John, McCloskey, Peter, Kehs, Annalyse, Clinton, Nicholas, Cressman, Keith, Araus, Jose Luis, Kefauver, Shawn C.
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
Published in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (26.09.2020)
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Conference Proceeding
Assessing a mobile-based deep learning model for plant disease surveillance
Ramcharan, Amanda, McCloskey, Peter, Baranowski, Kelsee, Mbilinyi, Neema, Mrisho, Latifa, Ndalahwa, Mathias, Legg, James, Hughes, David
Published in arXiv.org (04.05.2018)
Published in arXiv.org (04.05.2018)
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Paper
Journal Article
Using Transfer Learning for Image-Based Cassava Disease Detection
Ramcharan, Amanda, Baranowski, Kelsee, McCloskey, Peter, Babuali Ahmed, Legg, James, Hughes, David
Published in arXiv.org (01.08.2017)
Published in arXiv.org (01.08.2017)
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Paper
Journal Article
A low-cost, AI-powered Measurement Verification and Reporting System for growing trees with smallholder farmers
Amoah, Edward Idun, Mccloskey, Peter, Rimnoma, Serge Ouedrago, Chelal, John, Akuleut, Chelsea, Binti Ibrahim Mwambumba, Meli, Brian Kipchirchir, Oyudi, Christabel Akinyi, Edna Santa Kibwamga, Cleophas, Eunice Kwamboka, Fredrick Odhiambo Ochola, Wangiru, Catherine Njeri, Morang'a, Kelvin, Lyon Wilson Mushira, Maboke, Maureen Kalegi, Titus, Nancy Syonthi, Oltimbao, Serah Lanoi, Odawa, Sheilah Awour, Hughes, David Peter
Published in bioRxiv (01.12.2023)
Published in bioRxiv (01.12.2023)
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Paper
Evaluating the accuracy of a smartphone-based artificial intelligence system, PlantVillage Nuru, in identifying the viral diseases of cassava
Mrisho, Latifa M, Mbilinyi, Neema, Ndalahwa, Mathias, Ramcharan, Amanda M, Kehs, Annalyse, Mccloskey, Peter, Murithi, Harun, Hughes, David P, Legg, James P
Published in bioRxiv (30.01.2020)
Published in bioRxiv (30.01.2020)
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Paper
From village to globe: A dynamic real-time map of African fields through PlantVillage
Kehs, Annalyse, Mccloskey, Peter, Chelal, John, Morr, Derek, Amakove, Stellah, Bismark Plimo, Mayieka, John, Ntango, Gladys, Nyongesa, Kelvin, Pamba, Lawrence, Jeptoo, Melodine, Mugo, James, Tsuma, Mercyline, Onyango, Winnie, Hughes, David
Published in bioRxiv (20.12.2019)
Published in bioRxiv (20.12.2019)
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Paper