LeafGAN: An Effective Data Augmentation Method for Practical Plant
Disease Diagnosis

LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis

24 February 2020

Hitoshi Iyatomi

Papers citing "LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis"

18 / 18 papers shown

Title
AgRegNet: A Deep Regression Network for Flower and Fruit Density Estimation, Localization, and Counting in Orchards Uddhav Bhattarai Santosh Bhusal Qin Zhang Manoj Karkee 103 1 0 20 Jan 2025
RAFA-Net: Region Attention Network For Food Items And Agricultural Stress Recognition Asish Bera O. Krejcar D. Bhattacharjee 52 6 0 16 Oct 2024
Investigation to answer three key questions concerning plant pest identification and development of a practical identification framework Ryosuke Wayama Yuki Sasaki S. Kagiwada Nobusuke Iwasaki Hitoshi Iyatomi 25 6 0 25 Jul 2024
Class-specific Data Augmentation for Plant Stress Classification Nasla Saleem Aditya Balu Talukder Zaki Jubery Arti Singh Asheesh Kumar Singh Soumik Sarkar Baskar Ganapathysubramanian 44 1 0 18 Jun 2024
PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and Classification Mohammad Shafiul Alam Fatema Tuj Johora Faria Mukaffi Bin Moin Ahmed Al Wase Md. Rabius Sani Khan Md. Hasib MedIm 20 2 0 12 May 2024
Distance Guided Generative Adversarial Network for Explainable Binary Classifications Xiangyu Xiong Yue Sun Xiaohong Liu Wei Ke C. Lam ... Hui Xie Tong Tong Qinquan Gao Haoming Chen Tao Tan GAN 15 0 0 29 Dec 2023
Leaf-Based Plant Disease Detection and Explainable AI Saurav Sagar Mohammed Javed David Doermann 12 6 0 17 Dec 2023
Towards Robust Plant Disease Diagnosis with Hard-sample Re-mining Strategy Q. H. Cap Atsushi Fukuda S. Kagiwada H. Uga Nobusuke Iwasaki Hitoshi Iyatomi 30 8 0 05 Sep 2023
Embrace Limited and Imperfect Training Datasets: Opportunities and Challenges in Plant Disease Recognition Using Deep Learning Mingle Xu H. Kim Jucheng Yang A. Fuentes Yao Meng Sook Yoon Taehyun Kim D. Park 20 18 0 19 May 2023
CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture Talha Ilyas D. M. S. Arsa Khubaib Ahmad Yongchae Jeong Okjae Won Jong Hoon Lee H. Kim 10 3 0 17 May 2023
Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture Alexander E. Krosney Parsa Sotoodeh Christopher J. Henry Michael A. Beck C. Bidinosti 21 3 0 05 Nov 2022
Progressive Self-Distillation for Ground-to-Aerial Perception Knowledge Transfer Junjie Hu Chenyou Fan Mete Ozay Hua Feng Yuan Gao Tin Lun Lam SSL 32 2 0 29 Aug 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 21 38 0 10 Apr 2022
Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification Edson Bollis H. Maia Hélio Pedrini Sandra Avila 29 18 0 02 Oct 2021
Computer Vision with Deep Learning for Plant Phenotyping in Agriculture: A Survey Akshay L Chandra Sai Vikas Desai W. Guo V. Balasubramanian 24 49 0 18 Jun 2020
How useful is Active Learning for Image-based Plant Phenotyping? Koushik Nagasubramanian Talukder Z. Jubery Fateme Fotouhi Ardakani S. Mirnezami Asheesh K. Singh Arti Singh S. Sarkar Baskar Ganapathysubramanian VLM 26 16 0 07 Jun 2020
SSM-Net for Plants Disease Identification in Low Data Regime Shruti Jadon 23 21 0 27 May 2020
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,828 0 18 Aug 2016