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A collection of code from my 2020 summer research in self-supervised pretraining for semi-supervised image classification with SimCLR

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ryanrudes/simclr_storage_queue

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README.md

README.md

 
 

augmentors.py

augmentors.py

 
 

augmentors_cifar10.py

augmentors_cifar10.py

 
 

data_loader.py

data_loader.py

 
 

image_urls_encoded.txt

image_urls_encoded.txt

 
 

main.py

main.py

 
 

main_cifar10.py

main_cifar10.py

 
 

requirements.txt

requirements.txt

 
 

resnet.py

resnet.py

 
 

url_loader.py

url_loader.py

 
 

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SimCLR + Storage-Queue Mechanism

Imagenet

git clone https://github.com/Ryan-Rudes/simclr_storage_queue.git
python3 simclr_storage_queue/url_loader.py
python3 simclr_storage_queue/main.py

Cifar10

git clone https://github.com/Ryan-Rudes/simclr_storage_queue.git
pip3 install -r simclr_storage_queue/requirements.txt
python3 simclr_storage_queue/url_loader.py
python3 simclr_storage_queue/main_cifar10.py

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A collection of code from my 2020 summer research in self-supervised pretraining for semi-supervised image classification with SimCLR

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