- 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:
Unfortunately, due to the commercial nature of the product, I can not share its code. Please Find the paper at this URL.
**Overall view of system architecture **
Overview of two main subsystems: (i) Web Crawler and (ii) Image Processing
Overview of Crawler Subsystem
Overview of Image Processing Subsystem
The sample screenshot of the SnapMode Web-based Application.