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Using Spark, ML, and solr to tag and make searchable the entire 80 million tiny images dataset

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Erin-Boehmer/MIDS_tinytags

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data

data

 
 

webapp

webapp

 
 

BinFileSplit.py

BinFileSplit.py

 
 

MLProcessing.py

MLProcessing.py

 
 

RDDSplit.py

RDDSplit.py

 
 

README.md

README.md

 
 

SolrIndexing.py

SolrIndexing.py

 
 

cifar_explore.ipynb

cifar_explore.ipynb

 
 

feature_engineering.ipynb

feature_engineering.ipynb

 
 

imageSample.json

imageSample.json

 
 

json_to_image.ipynb

json_to_image.ipynb

 
 

rf_with_hyperparameters_and_image_viz.ipynb

rf_with_hyperparameters_and_image_viz.ipynb

 
 

solr_examples.ipynb

solr_examples.ipynb

 
 

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tinytags

Using Spark, ML, and solr to tag and make searchable the entire 80 million tiny images dataset

Full data set located here

Subset CIFAR-100 located here

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Using Spark, ML, and solr to tag and make searchable the entire 80 million tiny images dataset

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