Pesquisa de semelhança de imagens
Potenciar o seu sistema de pesquisa por semelhança de imagens com o Zilliz Cloud (a versão totalmente gerida do Milvus)
Image Similarity Search with Zilliz Cloud Vector Database
Discover visually similar images effortlessly with Zilliz Cloud-powered image similarity search engines, proving valuable in various fields like e-commerce and art.
Effortlessly Accommodate Your Spiking Image Data
Say goodbye to data size concerns with Zilliz Cloud. Experience horizontal and independent scaling for computing and storage, aligning with your budget and evolving needs. Manage billions of image vectors within hours with efficient bulk inserts.
High-Performant Image Similarity Search with Unparalleled Precision
Experience a 10x performance boost on Zilliz Cloud with advanced indexing algorithms, ensuring millisecond-level latency. Benefit from unparalleled precision using hybrid vector search with scalar filtering and range search capability.
Real-Time Image Search Results for Optimized User Experience
Zilliz Cloud guarantees consistently up-to-date search results through real-time data insertion, deletion, and seamless data flows, significantly optimizing the user experience.
Always On, Always Reliable
Zilliz Cloud builds resilient image search systems, guaranteeing uninterrupted service reliability even in unexpected events through multiple replicas, component isolation, and robust backup and sync capabilities.
Start with Simplicity and Amplified Productivity
Deploy a large-scale image similarity search service in minutes with user-friendly SDKs in multiple languages and streamlined data operations, ensuring an intuitive user experience.
Como é que o Zilliz Cloud potencia a pesquisa de semelhança de imagens
Um sistema de pesquisa por semelhança de imagens alimentado pelo Zilliz funciona da seguinte forma:
- As imagens são transformadas em embeddings vectoriais utilizando um modelo de embedding.
- Os embeddings de imagem são ingeridos e armazenados no Zilliz Cloud.
- Os utilizadores procuram imagens semelhantes às suas imagens de consulta.
- A consulta de imagens é transformada em embeddings vectoriais utilizando um modelo de embedding.
- Os embeddings da consulta são enviados para o Zilliz Cloud para uma pesquisa de semelhanças.
- O Zilliz Cloud efectua pesquisas aproximadas do vizinho mais próximo (ANN) e recupera os Top-K resultados mais relevantes comparando a distância espacial entre a consulta e os vectores de imagem.
- O Zilliz Cloud devolve os K melhores resultados ao utilizador.
Histórias de Sucesso
Os líderes mundiais do sector utilizam o Milvus ou o Zilliz Cloud (o Milvus totalmente gerido) para criar os seus sistemas de pesquisa de imagens.
90% reduction
in search latency
Sharp reduction
on $ and time
Easily scale
as business grows
90% reduction
in search latency
Sharp reduction
on $ and time
Easily scale
as business grows
90% reduction
in search latency
Sharp reduction
on $ and time
Easily scale
as business grows