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Stacked Vector Quantized Variational Autoencoder for Hematologic Identification

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checkpoints

checkpoints

 
 

data

data

 
 

models

models

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

step0-1_check_trainloader.py

step0-1_check_trainloader.py

 
 

step0-2_check_mask_loader.py

step0-2_check_mask_loader.py

 
 

step1-2_check_training_svqvae.py

step1-2_check_training_svqvae.py

 
 

step1_pretrain_svqvae.py

step1_pretrain_svqvae.py

 
 

step2_train_wbc_svqvae.py

step2_train_wbc_svqvae.py

 
 

step3_train_wbc_svqvae_with_mask.py

step3_train_wbc_svqvae_with_mask.py

 
 

step4-1_check_acc_SVQVAE.py

step4-1_check_acc_SVQVAE.py

 
 

step4-2_check_mask_acc_SVQVAE.py

step4-2_check_mask_acc_SVQVAE.py

 
 

step4-3_plot_loss.py

step4-3_plot_loss.py

 
 

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svqvae

Stacked Vector Quantized Variational Autoencoder for Hematologic Identification

read the report here: Project Report

Download the datasets to data/ folder before running

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Stacked Vector Quantized Variational Autoencoder for Hematologic Identification

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