DMkelllog/WMPC_CNN_TF2

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Created over 3 years ago
Updated over 3 years ago

DMkelllog/WMPC_CNN_TF2

DMkelllog

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Wafer map pattern classification using convolutional neural network with TF2 Keras

WMPC_Stacking_TF2

Wafer map pattern classification using stacking ensemble with TF2 Keras

Jupyter Notebook

wafermap_MultiNN

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

Heart_Disease_Datathon_2021

Jupyter Notebook

pytorch_lightning_pipeline

CIFAR10 classification example

Jupyter Notebook

WMPC_MFE_TF2

Wafer map pattern classification using manual feature extraction with TF2 Keras

Jupyter Notebook

Wafer_map_pattern_classification_with_MFE_and_CNN

wafer map pattern classification with MFE and CNN

Jupyter Notebook

dmkelllog.github.io

wafermap_Stacking

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

wafermap_handcrafted_features

Wafer map defect classification using handcrafted features (pytorch)

WMPC_MultiNN_TF2

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

Jupyter Notebook

wafermap_CNN

Wafer map defect classification using CNN (pytorch)