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Research on grape leaf classification based on optimized densenet201 model. [PDF]
PLoS ONEIn the realm of plant classification, the classification of grape leaf varieties has long presented a complex challenge. Aiming to enhance the accuracy and generalization ability of grape leaf variety classification, this study proposes a novel approach ...
Jian Huang
doaj +4 more sources
Model Deteksi Kebakaran Hutan dan Lahan Menggunakan Transfer Learning DenseNet201 [PDF]
Journal of Intelligent System and Computation, 2023 Kebakaran hutan dan lahan di Indonesia merupakan peristiwa yang sering terjadi dan menimbulkan kerugian yang signifikan dalam bidang kesehatan, ekologi, dan sosial. Faktor manusia dan alam berperan dalam memicu terjadinya kebakaran ini. Namun, penanganan
Adhinata, Faisal Dharma +1 more
core +6 more sources
Journal of Natural Fibers, 2023 To ameliorate the precision of clothing image classification, we proposed a clothing image classification method via the DenseNet201 network based on transfer learning and the optimized regularized random vector functional link (RVFL). First, the formula
Zhiyu Zhou
exaly +2 more sources
Dermoscopy Image Classification Based on StyleGAN and DenseNet201
IEEE Access, 2021 Melanoma is considered one of the most lethal skin cancers. However, skin lesion classification based on deep learning diagnostic techniques is a challenging task owing to the insufficiency of labeled skin lesion images and intraclass-imbalanced datasets.
Chen Zhao +5 more
doaj +2 more sources
A Hybrid DenseNet201-SVM for Robust Weed and Potato Plant Classification [PDF]
Jurnal Ilmiah Teknik Elektro Komputer dan Informatika, 2022 Potato plant growth needs to be protected from weeds that grow around it. Currently, the manual spraying of pesticides by farmers is not only precise on weeds but also on cultivated plants.
Adhinata, Faisal Dharma +3 more
core +3 more sources
A Comparative Analysis of Deep Learning Models for Knee Osteoarthritis Severity Grading [PDF]
Techno.ComThe Kellgren-Lawrence (KL) grading system is commonly used to evaluate knee osteoarthritis (OA), but it can be subjective and subject to variation among assessors.
Steffany Florence Sugiarto Mulijono +1 more
doaj +3 more sources
Klasifikasi Jenis Penyakit Tanaman Cabai Menggunakan Arsitektur DenseNet201
SINTECH (Science and Information Technology) JournalTanaman cabai merupakan komoditas penting di Indonesia dengan nilai ekonomi yang signifikan. Namun, produksi cabai sering kali terganggu oleh berbagai penyakit yang dapat menurunkan hasil panen dan menyebabkan kerugian ekonomi bagi petani.
Naninda Uswatun Khasanah +1 more
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TOMATO DISEASE DETECTION MODEL BASED ON DENSENET AND TRANSFER LEARNING [PDF]
Applied Computer Science, 2022 Plant diseases are a foremost risk to the safety of food. They have the potential to significantly reduce agricultural products quality and quantity. In agriculture sectors, it is the most prominent challenge to recognize plant diseases.
Mahmoud BAKR +3 more
doaj +5 more sources
An attention-based transfer learning model for diagnosing subluxation in temporomandibular joint panoramic radiographs [PDF]
Scientific ReportsArtificial intelligence (AI) and deep learning (DL) techniques have great potential to accelerate diagnostic processes, increase accuracy, and support clinical decision-making in healthcare.
Yasin Sancar +4 more
doaj +2 more sources
Ecological IndicatorsChina has abundant straw resources, but challenges in utilization persist. Utilization rates need improvement, and environmental pollution from straw burning remains a significant issue.
, Xiaohe Gu, Lin Guo
exaly +3 more sources