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MiNeves00
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SR-GAN-FD
Super-Resolution methods for CFD images
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Chunk
#59
MiNeves00
opened
8 months ago
0
Chunking Permutator is ignoring lookup
#58
MiNeves00
opened
8 months ago
0
Experiment with self attention on a generator. Maybe based on A-SRGAN
#57
MiNeves00
opened
1 year ago
0
MLFlow is not saving the model class which causes wrong class to be loaded
#56
MiNeves00
opened
1 year ago
0
Visualize attention maps
#55
MiNeves00
opened
1 year ago
0
Try gradient accumulation to reduce computation cost if needed
#54
MiNeves00
opened
1 year ago
0
Add atention module to BSRGAN generator and discriminator
#53
MiNeves00
opened
1 year ago
2
Train Bubbles with grayscale only
#52
MiNeves00
opened
1 year ago
0
Incorporate YOLO into loss function or evaluation
#51
MiNeves00
opened
1 year ago
0
Get AirfRANs real degraded images
#50
MiNeves00
opened
1 year ago
0
Create best degradation possible for Bubbles and test with same degrade on all models
#49
MiNeves00
opened
1 year ago
0
Get Bubbles real degraded images
#48
MiNeves00
opened
1 year ago
0
Train BSRGAN without generator adversarial loss and see discriminator's performance
#47
MiNeves00
opened
1 year ago
3
Experiment with A-ESRGAN discriminator
#46
MiNeves00
opened
1 year ago
0
Print discrminator output on AirfRANs
#45
MiNeves00
opened
1 year ago
0
Colors when saving might be wrong on test Bubbles
#44
MiNeves00
opened
1 year ago
1
Train BSRGAN with a focus on Adversarial Loss now that Discriminator is good
#43
MiNeves00
opened
1 year ago
1
Train BSRGAN for PSNR and then fine tune for LPIPS
#42
MiNeves00
opened
1 year ago
1
Plot discriminator evaluations in image matrix to better understand it
#41
MiNeves00
opened
1 year ago
1
Adapt degradation models to better fit real world degradation in simulations
#40
MiNeves00
opened
1 year ago
2
Training could be done in subdivisions of original image in order to make it focus on the smaller bubbles
#39
MiNeves00
opened
1 year ago
2
Optimize valid & testing to use batches in BSRGAN
#38
MiNeves00
opened
1 year ago
1
Experiment with Real-ESRGAN discriminator weights in BSRGAN.
#37
MiNeves00
opened
1 year ago
2
Incorporate Real-ESRGAN in pipeline
#36
MiNeves00
opened
1 year ago
0
Train BSRGAN on Bubbles dataset from the ground-up
#35
MiNeves00
opened
1 year ago
1
Fine-Tune BSRGAN on Bubbles dataset
#34
MiNeves00
opened
1 year ago
1
Best Model is being choosen based on LPIPS instead of overall loss
#33
MiNeves00
opened
1 year ago
0
On valid image is not being cropped
#32
MiNeves00
opened
1 year ago
1
Train ESRGAN on Bubbles from the ground-up
#31
MiNeves00
opened
1 year ago
0
Test Pipeline with other models [BSRGAN, Real-ESRGAN, A-ESRGAN]
#30
MiNeves00
opened
1 year ago
0
Incorporate BSRGAN in pipeline
#29
MiNeves00
opened
1 year ago
0
Create Github
#28
MiNeves00
opened
1 year ago
0
Transform Notebook to Python Files
#27
MiNeves00
opened
1 year ago
0
Fine-tune ESRGAN on Bubbles dataset
#26
MiNeves00
opened
1 year ago
0
Names of saved test artifact images are wrong
#25
MiNeves00
opened
1 year ago
0
Save test result images to a folder instead of just artifact OR create a way to delete images quick from artifact
#24
MiNeves00
opened
1 year ago
0
When testing the LR image provided might not be correct cause results are toooooo good
#23
MiNeves00
opened
1 year ago
1
Model uses only Val when training and Test when testing
#22
MiNeves00
opened
1 year ago
0
Test results are saved under the same experiment
#21
MiNeves00
opened
1 year ago
0
Auto divide into train val test
#20
MiNeves00
opened
1 year ago
0
Test & Val should not need previous LR images in folder
#19
MiNeves00
opened
1 year ago
1
SR images are saved under the experiment on test
#18
MiNeves00
opened
1 year ago
0
Add NIQE to ESRGAN
#17
MiNeves00
opened
1 year ago
0
Use LPIPS
#16
MiNeves00
opened
1 year ago
0
Test Pipeline with CFD data
#15
MiNeves00
opened
1 year ago
0
Get Public CFD Dataset
#14
MiNeves00
opened
1 year ago
0
Get Private CFD Dataset
#13
MiNeves00
opened
1 year ago
0
Get private Bubles Dataset
#12
MiNeves00
opened
1 year ago
0
Save best model in MLflow
#11
MiNeves00
opened
1 year ago
0
Check LPIPS implementation compared to official
#10
MiNeves00
opened
1 year ago
1
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