DMkelllog

WMPC_Stacking_TF2

Wafer map pattern classification using stacking ensemble with TF2 Keras

Heart_Disease_Datathon_2021

pytorch_lightning_pipeline

CIFAR10 classification example

Wafer_map_pattern_classification_with_MFE_and_CNN

wafer map pattern classification with MFE and CNN

wafermap_MultiNN

Wafer map defect pattern classification with Multi-Input Neural Network using Convolutioal and Handcrafted Features

WMPC_CNN_TF2

Wafer map pattern classification using convolutional neural network with TF2 Keras

WMPC_MFE_TF2

Wafer map pattern classification using manual feature extraction with TF2 Keras

dmkelllog.github.io

OCCER

One Class Classification By Ensembles Of Regression Models

wafermap_handcrafted_features

Wafer map defect classification using handcrafted features (pytorch)

wafermap_Stacking

Wafer map defect classification using both convolutional and handcrafted features (pytorch)

wafermap_CNN

Wafer map defect classification using CNN (pytorch)

WMPC_MultiNN_TF2

Wafer map pattern classification using multi-input neural network with TF2 Keras