SI-CCBTD Dataset and Source Code for LCCD-Net

This dataset provides the SI-CCBTD (Synthetic Industrial Cigarette Capsule Bubble and Tail Defect) dataset and LCCD-Net source code for cigarette capsule defect detection research. The SI-CCBTD dataset contains 2,000 synthetic images with 10,152 annotated defect instances across two categories: bubbles and tails. Images are provided in 640\u00d7640 resolution with annotations in COCO format, organized into training\/validation\/test sets.The accompanying LCCD-Net source code implements a lightweight detection network designed for industrial deployment, featuring novel components for efficient cigarette capsule complex defect detection. This dataset serves as a benchmark for developing defect detection algorithms in industrial quality control applications, addressing challenges in real-time processing and defect detection in manufacturing environments.