wafermap

There are 2 repositories under wafermap topic.

uia4w / uia-wafermap
Shot & Wafer map for semiconductor
semiconductor wafer wafermap shotmap die javascript assembly stdf
Language:JavaScript 46
CozumelDiver / stdf2map
STDF to Wafer Bin Map utility written in Python
wafermap stdf ate semiconductor-devices wafer wafer-map wafer-mapping stdf-files
Language:Python 34
guanghaofan / wafermap
a kibana plugin to visualize the wafer map
wafermap wafer-map wafer-mapping kibana-plugin kibana-visualization
Language:JavaScript 17
Keleas / Wafer_maps
Pattern classification on wafer maps
computer-vision deep-learning image-classification mathematical-modelling python wafermap
Language:Jupyter Notebook 13
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.
computer-vision data-analysis defect-classification defect-detection lithography machine-learning multilabel-classification pattern-recognition semiconductor-manufacturing visual-transformer wafer-defects wafermap yeild yeild-opimization mixed-type-data-classification mixedwm38
Language:Jupyter Notebook 10
sdfordham / react-d3-wafermap
A d3.js wafer map in a react component
d3js react wafermap yield-analysis
Language:JavaScript 7
abuebayyeh / waferDCGAN
DCGAN to generate synthetic images of WM-811k data
dcgan gan generative-adversarial-network python tensorflow wafermap wm-811k
Language:Jupyter Notebook 6
Burhan-Q / ClassifyDefectMap_MixedWM38
Classification of wafer defect map patterns
classification wafer-defects wafermap yolov8
Language:Python 6
abuebayyeh / waferCNN
CNN to classify images of WM-811k data
classification cnn convolutional-neural-network python tensorflow wafermap wm-811k
Language:Jupyter Notebook 5
JNewman-cell / WaferMapNeuralNetworkClassification
This is a neural network designed to classify wafer imperfections without feature engineering.
deep-learning neural-network wafer-defects wafermap
Language:Jupyter Notebook 4
abuebayyeh / waferMLP
MLP to classify images of WM-811k data
classification mlp multilayer-perceptron python tensorflow wafermap wm-811k
Language:Jupyter Notebook 2
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.
canvas canvasjs vite vue vue3 wafer wafermap typescript
Language:TypeScript 2