/Impression-on-the-cloud

Deep learning cross-platform image retrieval website based on image cognition

Primary LanguageJavaScriptMIT LicenseMIT

Impression-on-the-cloud

Deep learning cross-platform image retrieval website based on image cognition

Cross-platform picture intelligent aggregation search tool is an image understanding search tool based on tensorflow.js to implement deep learning algorithm on the webpage. It aggregates third-party cloud albums used by individual users such as Baidu Cloud, 51 cloud disk, micro disk, and realizes cross Platform upload and retrieval capabilities. The search function does not rely on artificial text labels, and the information is extracted based on the deep learning model. Three application schemes are designed: scene recognition map, hand-painted search map, and text search map. And through the deep learning model based on context understanding, all the images are processed and the index based on the feature vector is established, which greatly protects the user's privacy and information security. At the same time, because of its novel design model and the application of tensorflow.js, the operation is distributed to the webpage of individual users, avoiding the problems caused by centralized distribution, efficient and reliable.

Website based on Laravel framework

Installation Requirements

PHP version ≥ 7.0 Mysql version ≥ 5.5 Apache version ≥ 2.4 Redis recommends the latest version Tensorflow.js recommended latest version

Screenshot

User registration

image

Cross-platform image upload

image

Hand-painted search

image image image

Use image search based on image cognition

image

Use text search based on image cognition

image