/SnapMode

First Iranin Large-Scale Image Retrieval System

SnapMode: First Iranin Large-Scale Image Retrieval System

  • It presents a distributed stream processing platform for the real-time analysis of fashion data based on open-source big data analysis tools including Apache Storm, Apache Kafka, Apache Solr.
  • It proposes a disentangled feature extraction method through a deep convolutional generative adversarial networks (DCGANs) for content-based image indexing and retrieval.
  • It provides a solution to power embedding similarity search through the Milvus engine

Please visit the system using the following URL:

https://www.snapmode.ir/

Unfortunately, due to the commercial nature of the product, I can not share its code. Please Find the paper at this URL.

system architecture

**Overall view of system architecture ** Overall view of system architecture

Overview of two main subsystems: (i) Web Crawler and (ii) Image Processing

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Overview of Crawler Subsystem

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Overview of Image Processing Subsystem image

The sample screenshot of the SnapMode Web-based Application. image