Shot & Wafer map for semiconductor

STDF to Wafer Bin Map utility written in Python

a kibana plugin to visualize the wafer map

Pattern classification on wafer maps

We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.

A d3.js wafer map in a react component

DCGAN to generate synthetic images of WM-811k data

Classification of wafer defect map patterns

CNN to classify images of WM-811k data

This is a neural network designed to classify wafer imperfections without feature engineering.

MLP to classify images of WM-811k data

The wafer component library based on Vue 3 provides a versatile and customizable solution for visualizing wafermaps, commonly used in semiconductor manufacturing.