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Transfer learning-based quantized deep learning models ...

Springer

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由 M Hussain 著作 · 2023 · 被引用 8 次 — We collected a new dataset of nail melanoma identification and improved the performance of skin lesion classification and melanoma detection by ...

有關 Transfer learning-based quantized deep learning models for nail melanoma classification. 的學術文章

… deep learning models for nail melanoma classification - ‎Hussain - 8 個引述

Transfer learning-based quantized deep learning models ...

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2023年8月20日 — Transfer learning-based quantized deep learning models for nail melanoma classification. August 2023; Neural Computing and Applications 35(30):1 ...

nailil fiza

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Transfer learning-based quantized deep learning models for nail melanoma classification. M Hussain, M Fiza, A Khalil, AA Siyal, FA Dharejo, W Hyder, A Guzzo ...

Effects of objects and image quality on melanoma ...

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由 V Suryanarayana 著作 · 2025 — The proposed approach attains the highest accuracy of 97.86% in melanoma detection and classification compared to various existing approaches.

Block diagram of the proposed methodology

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Our research introduces a novel deep learning framework for melanoma classification, trained and validated using the extensive SIIM‐ISIC Melanoma Classification ...

Melanoma image classification based on MobileNetV2 network

ACM Digital Library

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由 R Indraswari 著作 · 2022 · 被引用 128 次 — Therefore, in this research, we propose a method for classifying melanoma images into benign and malignant classes by using deep learning model and transfer ...

相關問題

What is transfer learning for image classification in deep learning?

What methodology is used for skin cancer detection using deep learning?

Is transfer learning a subset of deep learning?

意見反映

Deep Learning-Based Transfer Learning for Classification ...

MDPI

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由 S Jain 著作 · 2021 · 被引用 114 次 — This paper performs a comparative analysis of six different transfer learning nets for multi-class skin cancer classification by taking the HAM10000 dataset.

缺少字詞： quantized ‎nail

Deep Learning, Sparse Coding, and SVM for Melanoma ...

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由 N Codella 著作 · 2015 · 被引用 489 次 — This work presents an approach for melanoma recognition in dermoscopy images that combines deep learning, sparse coding, and support vector machine (SVM) ...

Post-training Quantization Methods for Deep Learning ...

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Unsupervised Post-Tuning of Deep Neural Networks · Transfer learning-based quantized deep learning models for nail melanoma classification · A Full Featured ...

Skin Cancer Classification Using Convolutional Neural ...

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2018年10月17日 — Transfer learning-based quantized deep learning models for nail melanoma classification. Neural Computing and Applications 2023;35(30):22163 ...