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wafermap

Here are 13 public repositories matching this topic...

uia4w / uia-wafermap

Shot & Wafer map for semiconductor

javascript assembly semiconductor wafer die stdf wafermap shotmap

Updated Aug 2, 2024
JavaScript

CozumelDiver / stdf2map

STDF to Wafer Bin Map utility written in Python

ate wafer semiconductor-devices stdf wafermap wafer-map wafer-mapping stdf-files

Updated Jul 12, 2018
Python

Wafers-Defect-Recognition-using-Visual-Transformer

PanithanS / Wafers-Defect-Recognition-using-Visual-Transformer

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

machine-learning computer-vision data-analysis pattern-recognition lithography multilabel-classification semiconductor-manufacturing wafermap defect-detection visual-transformer defect-classification yeild wafer-defects yeild-opimization mixed-type-data-classification mixedwm38

Updated Oct 1, 2023
Jupyter Notebook

guanghaofan / wafermap

a kibana plugin to visualize the wafer map

kibana-visualization kibana-plugin wafermap wafer-map wafer-mapping

Updated Aug 29, 2019
JavaScript

Keleas / Wafer_maps

Pattern classification on wafer maps

python computer-vision deep-learning image-classification mathematical-modelling wafermap

Updated Mar 28, 2020
Jupyter Notebook

sdfordham / react-d3-wafermap

A d3.js wafer map in a react component

react d3js wafermap yield-analysis

Updated May 20, 2022
JavaScript

Burhan-Q / ClassifyDefectMap_MixedWM38

Classification of wafer defect map patterns

classification wafermap wafer-defects yolov8

Updated May 22, 2023
Python

abuebayyeh / waferDCGAN

DCGAN to generate synthetic images of WM-811k data

python tensorflow generative-adversarial-network gan dcgan wafermap wm-811k

Updated Aug 9, 2022
Jupyter Notebook

abuebayyeh / waferCNN

CNN to classify images of WM-811k data

python tensorflow cnn classification convolutional-neural-network wafermap wm-811k

Updated Aug 12, 2022
Jupyter Notebook

JNewman-cell / WaferMapNeuralNetworkClassification

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

deep-learning neural-network wafermap wafer-defects

Updated Feb 6, 2023
Jupyter Notebook

abuebayyeh / waferMLP

MLP to classify images of WM-811k data

python tensorflow classification mlp multilayer-perceptron wafermap wm-811k

Updated Aug 16, 2022
Jupyter Notebook

ttpss930141011 / vue-wafer-painter

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

typescript canvas vue wafer canvasjs wafermap vue3 vite

Updated Aug 20, 2024
TypeScript

MD-Junayed000 / WM811k-Silicon-Wafer-Map-Dataset-and-Defect-Detection-Using-CNNs-with-Grad-CAM

- Dataset Attribution: WM811k dataset provided by [MIRLab](http://mirlab.org/dataSet/public/). - Code: Distributed under MIT License. Feel free to use and modify.

silicon wafermap

Updated Dec 20, 2024
Jupyter Notebook

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