Image Style Migration System based on Bootstrap-Flask

Aiming at the current problem of single effect and same style for all kinds of style migration, the article develops a style migration system based on VGG-19 model. The system is developed with Flask as the back-end framework and Bootstrap as the front-end framework, combined with a MySQL database, utilizing deep learning technology, using the VGG-19 network model for training, completing the model migration and converting the style image and content image data acquired by JS, realizing the migration of the style of the user-selected image to the specified image, and at the same time, combining with other functions of the system, finally forming a system that integrates multi-user use, knowledge learning, sharing and discussion, as well as online style migration. At the same time, it combines with other functions of the system to form a system platform that integrates multi-user use, knowledge learning, sharing and discussion, online style migration and other functional modules.

Authors

Publication Details

Published
2024-10-11
DOI
https://doi.org/10.1109/cbase64041.2024.10824454
Primary Topic
Image Retrieval and Classification Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Image Style Migration System based on Bootstrap-Flask

Bingfeng Seng, Xiaomin Wang
Image Retrieval and Classification Techniques
article

Image Style Migration System based on Bootstrap-Flask

Bingfeng Seng, Xiaomin Wang
article en

Abstract

Aiming at the current problem of single effect and same style for all kinds of style migration, the article develops a style migration system based on VGG-19 model. The system is developed with Flask as the back-end framework and Bootstrap as the front-end framework, combined with a MySQL database, utilizing deep learning technology, using the VGG-19 network model for training, completing the model migration and converting the style image and content image data acquired by JS, realizing the migration of the style of the user-selected image to the specified image, and at the same time, combining with other functions of the system, finally forming a system that integrates multi-user use, knowledge learning, sharing and discussion, as well as online style migration. At the same time, it combines with other functions of the system to form a system platform that integrates multi-user use, knowledge learning, sharing and discussion, online style migration and other functional modules.

Reduced inequalities
Openalex Percentile: Top 75%
Image Retrieval and Classification Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.