This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from multi-layer PCB boards. Proprietary AXI image dataset is not included in this repo. Users can use their own datasets on top of the OOP data extraction layer and neural network models implemented here.

Language-independent, search-based program repair -- just your cup of tea! ☕

Automatically generate the formation energy diagram for multiple defects. Designed for VASP output.

Developing a machine learning model to classify images of industrial equipment into Defective & Non-Defective

Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"

Defect Detection and Quantification Toolbox