In today's information age, the content on the Internet has exploded, and all kinds of information and articles have filled our lives. However, the problem that comes with it is that a large amount of duplicate content wastes users' time and resources, and also reduces the user experience of search engines. In order to solve this problem, Imagex, as an advanced image processing technology, can effectively reduce the repetition rate and improve the effectiveness of search engines. This article will explore the application and effect of Imagex in reducing repetition rate. 1. Introduction to Imagex technology Imagex is a technology based on image processing, which can automatically analyze and understand image content through algorithms such as deep learning and artificial intelligence. It is fast and accurate and can identify features and similarities in images, and perform comparison and matching. 2. The impact of repetition rate on search engines. Repeated content seriously affects the performance of search engines and user experience. When a user enters a keyword into a search engine, if there is a large amount of duplicate content in the search results, it will be difficult for the user to find truly useful information. In addition, search engines consume a lot of resources and time when crawling and indexing web pages, and duplicate content is just a waste of resources. 3. Imagex application to reduce duplication rate 1. Content deduplication Through Imagex’s image recognition and similarity comparison technology, search engines can deduplicate web content. When a search engine discovers that multiple web pages contain similar or identical images or content, it can selectively delete the duplicate content to improve the quality of search results. 2. Image deduplication In the field of image search, Imagex can deduplicate images. When a user uploads an image to a search engine for search, Imagex can quickly find other images similar to the image, thereby eliminating duplicate image results and providing more accurate and diverse search results. 3. Content coherence In the recommendation of related articles, Imagex can help search engines select appropriate content that is not highly similar to the original article. Through Imagex's technology, search engines can effectively filter out coherent and differentiated articles based on their topics and keywords, providing a broader and richer reading experience. 4. The effect of Imagex on reducing the repetition rate. Through the application of Imagex technology, the repetition rate can be effectively reduced and the effectiveness of search engines can be improved. First of all, through deduplication, the search results of search engines are more accurate and useful, and users can find the information they want faster. Secondly, the deduplication process can save search engine resources and time and improve indexing efficiency and speed. In addition, through Imagex technology, search engines can better filter and display image search results, providing a richer and more diverse visual experience. Users can enjoy more accurate and professional image search services, saving time and energy. 5. Future Outlook With the continuous development of artificial intelligence and image processing technology, Imagex has broad application prospects in reducing repetition rates. As the amount of data continues to grow, reducing duplication rates has become a challenge that search engines must face. Through Imagex's technology, the effectiveness of search engines and user experience can be further improved, and more intelligent and personalized search services can be achieved. Imagex, as an advanced image processing technology, can effectively reduce the repetition rate and improve the effectiveness of search engines. By applying Imagex's image recognition, similarity comparison and content filtering technologies, search engines can process and display search results more accurately, providing users with more accurate and useful information.