Printing-defect inspection reproducibility package (YOLO-World + CLIP + ESN)
Abstract
This record contains the reproducibility package for the manuscript “Similarity Detection of Light Industry Printing Images by Integrating Object Detection and Feature Enhancement”. It includes the source code, configuration files, and evaluation scripts for the YOLO-World + CLIP + Enhanced Siamese Network (ESN) pipeline. The full industrial dataset is not publicly distributable; a de-identified subset is released separately via the project repository/release as described in the manuscript.
Fields of Study & Subjects
Industrial Vision Systems and Defect Detection
Advanced Neural Network Applications
Advanced Image and Video Retrieval Techniques
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 January 2026