Fine-Tuning Deep Learning Image Classification Parameter based on Transfer Learning

Fine-Tuning Deep Learning Image Classification Parameter based on Transfer Learning

碩士 === 國立臺灣科技大學 === 電機工程系 === 106 === Deep learning (DL) methods have been widely applied to different expertise domain and do a good performance. How to transform one big job for solving by the DL method become popular, and one can find many research papers from literatures. In general, to solve...

Full description

Bibliographic Details
Main Authors:	You-Hao Deng, 鄧友豪
Other Authors:	Jiann-Jone Chen
Format:	Others
Language:	zh-TW
Published:	2018
Online Access:	http://ndltd.ncl.edu.tw/handle/vnc2f4

Similar Items

Satellite and Scene Image Classification Based on Transfer Learning and Fine Tuning of ResNet50
by: Amsa Shabbir, et al.
Published: (2021-01-01)

Transfer Learning With Adaptive Fine-Tuning
by: Grega Vrbancic, et al.
Published: (2020-01-01)

Visualized Malware Multi-Classification Framework Using Fine-Tuned CNN-Based Transfer Learning Models
by: Walid El-Shafai, et al.
Published: (2021-07-01)

Research on Classification of Fine-Grained Rock Images Based on Deep Learning
by: Yong Liang, et al.
Published: (2021-01-01)

Hyperparameter Tuning Deep Learning for Diabetic Retinopathy Fundus Image Classification
by: K. Shankar, et al.
Published: (2020-01-01)

Gastric Pathology Image Classification Using Stepwise Fine-Tuning for Deep Neural Networks
by: Jia Qu, et al.
Published: (2018-01-01)

Deep Transfer Learning for Modality Classification of Medical Images
by: Yuhai Yu, et al.
Published: (2017-07-01)

Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning
by: Yushi Chen, et al.
Published: (2019-11-01)

Transfer Learning with Deep Learning for Sentiment Classification
by: CHUANG,CHANG-JUNG, et al.
Published: (2019)

Deep Transfer Learning for Few-Shot SAR Image Classification
by: Mohammad Rostami, et al.
Published: (2019-06-01)

An Accurate CT Saturation Classification Using a Deep Learning Approach Based on Unsupervised Feature Extraction and Supervised Fine-Tuning Strategy
by: Muhammad Ali, et al.
Published: (2017-11-01)

Classification of Fake News by Fine-tuning Deep Bidirectional Transformers based Language Model
by: Akshay Aggarwal, et al.
Published: (2020-10-01)

Deep Variational Transfer Learning and Classification
by: Huang, Ching-Wei, et al.
Published: (2016)

Large-scale Image Classification with Multi-perspective Deep Transfer Learning
by: Mao, L., et al.
Published: (2023)

Aerial Scene Classification through Fine-Tuning with Adaptive Learning Rates and Label Smoothing
by: Biserka Petrovska, et al.
Published: (2020-08-01)

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model
by: Luis Vogado, et al.
Published: (2021-04-01)

Weather image classification base on deep learning
by: FU,RU-HONG, et al.
Published: (2018)

Image classification method based on deep learning
by: Xu Shaowei, et al.
Published: (2018-06-01)

Image Classification Model Based on Deep Learning in Internet of Things
by: Songshang Zou, et al.
Published: (2020-01-01)

Exploring Deep Learning and Transfer Learning for Colonic Polyp Classification
by: Eduardo Ribeiro, et al.
Published: (2016-01-01)

Transfer Learning for Image Classification
by: Lu, Ying
Published: (2017)

Deep Learning–Based Brain Computed Tomography Image Classification with Hyperparameter Optimization through Transfer Learning for Stroke
by: Chen, Y.-L, et al.
Published: (2022)

Image classification with Deep Convolutional Neural Network Using Tensorflow and Transfer of Learning
by: Aseel Sami Ali, et al.
Published: (2020-06-01)

Research on Hyperspectral Image Classification Algorithm Based on Unsupervised Deep Learning
by: Long,Hao, et al.
Published: (2019)

Deep Learning Technology for Weld Defects Classification Based on Transfer Learning and Activation Features
by: Chiraz Ajmi, et al.
Published: (2020-01-01)

Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images
by: Guangzhou An, et al.
Published: (2021-03-01)

Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings
by: Catherine Sandoval, et al.
Published: (2019-01-01)

Deep Learning-Based Classification of Fine Hand Movements from Low Frequency EEG
by: Giulia Bressan, et al.
Published: (2021-04-01)

Deep Learning Method for Fine-Grained Image Categorization
by: LI Xiangxia, JI Xiaohui, LI Bin
Published: (2021-10-01)

Medicine Classification based on Deep Learning and Hyperspectral Imaging
by: TUNG, I-CHEN, et al.
Published: (2018)

Active Learning for Visual Image Classification Method Based on Transfer Learning
by: Jihai Yang, et al.
Published: (2018-01-01)

Classification of Planetary Nebulae through Deep Transfer Learning
by: Dayang N. F. IAwang skandar, et al.
Published: (2020-12-01)

Transfer learning algorithms for image classification
by: Quattoni, Ariadna J
Published: (2010)

Medical Image Diagnostics based on Deep Transfer Learning
by: Guan-Hong Shih, et al.
Published: (2019)

Improving Transfer Learning and Squeeze- and-Excitation Networks for Small-Scale Fine-Grained Fish Image Classification
by: Chenchen Qiu, et al.
Published: (2018-01-01)

Cross-Scene Deep Transfer Learning With Spectral Feature Adaptation for Hyperspectral Image Classification
by: Chongxiao Zhong, et al.
Published: (2020-01-01)

Review of Semi-supervised Deep Learning Image Classification Methods
by: LYU Haoyuan+, YU Lu, ZHOU Xingyu, DENG Xiang
Published: (2021-06-01)

Performance of Fine-Tuning Convolutional Neural Networks for HEp-2 Image Classification
by: Vincenzo Taormina, et al.
Published: (2020-10-01)

Automatic Mobile Online Game Bot Detection Model Based on Deep Learning
by: CHUANG, YU-HAO, et al.
Published: (2018)

Optimize Transfer Learning for Lung Diseases in Bronchoscopy Using a New Concept: Sequential Fine-Tuning
by: Tao Tan, et al.
Published: (2018-01-01)

Cannot write session to /tmp/vufind_sessions/sess_ugadr4f8rujc5f9plbufn6m9hn