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bdzyubak
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tensorflow-sandbox
A repository for studying applications of Deep Learning across fields, and demonstrating samples of my code and project managment
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Epoch timing callback failing to save to excel
#29
bdzyubak
closed
1 year ago
1
Add debug mode for model training
#28
bdzyubak
closed
1 year ago
1
Add a Release test to run all supported models/datasets
#27
bdzyubak
opened
1 year ago
0
Memory allocation problem when GPUs are available
#26
bdzyubak
closed
1 year ago
5
Enable use of GPUs
#25
bdzyubak
opened
1 year ago
2
Make end-to-end test for data and model initializers
#24
bdzyubak
opened
1 year ago
0
Implement segmentation and classification of X-Ray lung data
#23
bdzyubak
closed
1 year ago
1
Fresh model initialization removes previous results
#22
bdzyubak
closed
2 years ago
1
Make unit test for model initializer
#21
bdzyubak
opened
2 years ago
0
Bypassing of local minima crashes if best model iteration is the base iteration
#20
bdzyubak
closed
2 years ago
1
Make function to download datasets being initialized by data fetcher
#19
bdzyubak
opened
2 years ago
0
Make module to compare training results of different networks
#18
bdzyubak
closed
2 years ago
3
Compare builtin tensorflow classification models
#17
bdzyubak
closed
2 years ago
1
Compare builtin tensorflow segmentation models
#16
bdzyubak
opened
2 years ago
0
Standardize data fetching/preprocessing across segmentation and classification tasks
#15
bdzyubak
opened
2 years ago
1
Minimize number of user-exposed functions in data fetcher and model initilizer
#14
bdzyubak
opened
2 years ago
0
Implement module to set batch size to maximum allowable by memory
#13
bdzyubak
closed
2 years ago
1
Implement module to try to bypass local minima
#12
bdzyubak
closed
2 years ago
2
Implement EfficientNet for pathology slide classification
#11
bdzyubak
closed
2 years ago
1
Make class to prepare data for training based on standard formats
#10
bdzyubak
closed
2 years ago
3
Make default function to set up a model
#9
bdzyubak
closed
2 years ago
2
Implement module for snipping input images/masks into small examples
#8
bdzyubak
opened
2 years ago
0
Implement function to add decoder side to arbitrary network
#7
bdzyubak
opened
2 years ago
1
Cell Segmentation - UNET model output is in floating location
#6
bdzyubak
closed
2 years ago
1
Implement EfficientNet for cell nuclei segmentation
#5
bdzyubak
opened
2 years ago
3
Implement module to segment cell nuclei
#4
bdzyubak
closed
2 years ago
2
Speed up removal of many small files
#3
bdzyubak
closed
2 years ago
2
Integrate Tensorboard into Python functions cleanly
#2
bdzyubak
closed
2 years ago
1
Fix extract location in Tensorflow Embeddings tutorial module
#1
bdzyubak
closed
2 years ago
1