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spdkh
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improved_cagan
# Image reconstruction for structured illumination microscopy using an improved caGAN
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Create Readme.md
#25
spdkh
closed
1 year ago
0
18 train and tune hyperparameters rcan wo gan
#24
Mazharul-Hossain
closed
1 year ago
0
18 train and tune hyperparameters rcan wo gan
#23
Mazharul-Hossain
closed
1 year ago
0
display ground truth of the validated images in C:\Users\unrolled_caGAN\Desktop\Unrolled caGAN project\checkpoint\SIM_fixed_cell using imageJ
#22
spdkh
closed
1 year ago
0
figure out why learning rates are not decreasing
#21
spdkh
closed
1 year ago
0
caGAN class: complete the generator loss with wf_loss term
#20
spdkh
closed
1 year ago
0
train with fairsim data
#19
spdkh
opened
1 year ago
0
write a code to train and tune hyper parameters for rcan without gan
#18
spdkh
closed
1 year ago
0
caGAN: tune hyperparameters for training the simplest architecture
#17
spdkh
opened
1 year ago
0
study: research review about unrolling
#16
spdkh
opened
1 year ago
0
Implement the unrolling
#15
spdkh
opened
1 year ago
0
fix random choice load of data in data_loader and validate
#14
spdkh
closed
1 year ago
0
data preprocessing (normalization, etc)
#13
spdkh
opened
1 year ago
0
fix data_loader random batch load
#12
spdkh
opened
1 year ago
0
caGAN class: make validate function, compatible with the new changes, and runable
#11
spdkh
closed
1 year ago
1
caGAN class: complete train function
#10
spdkh
opened
1 year ago
0
7 define rcan class inherited from gan
#9
Mazharul-Hossain
closed
1 year ago
0
Define CAGAN class inherited from GAN, using RCAN for generator
#8
spdkh
opened
2 years ago
0
Define RCAN class inherited from GAN
#7
spdkh
opened
2 years ago
0
Define abstract DNN class
#6
spdkh
opened
2 years ago
1
write main function according to the changes applied
#5
spdkh
opened
2 years ago
0
Convert TF commands to TF2
#4
spdkh
opened
2 years ago
0
Adjust dimensionality in data loader
#3
spdkh
closed
1 year ago
0
Define abstract GAN class inherited from DNN class
#2
spdkh
opened
2 years ago
0
Define abstract DNN class
#1
spdkh
opened
2 years ago
0