Konu "Transfer learning" için listeleme
Toplam kayıt 5, listelenen: 1-5
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Application of Pre-Trained Deep Convolutional Neural Networks for Coffee Beans Species Detection
(Springer, 2022)Coffee is an important export product of the tropical countries where it is grown. Therefore, the separation of coffee beans in the world in terms of the quality element and variety forgery is an important situation. ... -
Comparison of Current Convolutional Neural Network Architectures for Classification of Damaged and Undamaged Cars
(Springer Science and Business Media Deutschland GmbH, 2022)Deep learning algorithms, one of the most popular topics of recent years, are frequently encountered in many areas. One of these areas is traffic. Many applications such as vehicle identification and damage detection using ... -
A comprehensive survey of deep learning research on medical image analysis with focus on transfer learning
(Elsevier Science Inc, 2023)This survey aims to identify commonly used methods, datasets, future trends, knowledge gaps, constraints, and limitations in the field to provide an overview of current solutions used in medical image analysis in parallel ... -
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets
(Ieee-Inst Electrical Electronics Engineers Inc, 2022)Melanoma is a fatal skin cancer that is curable and has dramatically increasing survival rate when diagnosed at early stages. Learning-based methods hold significant promise for the detection of melanoma from dermoscopic ... -
Residual LSTM layered CNN for classification of gastrointestinal tract diseases
(Academic Press Inc Elsevier Science, 2021)nowadays, considering the number of patients per specialist doctor, the size of the need for automatic medical image analysis methods can be understood. These systems, which are very advantageous compared to manual systems ...