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SUPER COOL IMAGE SEARCH (WORKS FOR ALMOST 32 QUERIES NOT CLICKBAIT)

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upgraded-octo-discocito-5

SUPER COOL IMAGE SEARCH - DOCTORS HATE THIS ONE WEIRD TRICK THOUGHT UP BY FOUR TEENAGERS (WORKS FOR ALMOST 32 QUERIES) (NOT CLICKBAIT)

TASKS:

-image by image id

-captions by image id

-word captions to semantic embeddings

-word captions to idfs

-making the model

-training the model, loss/accuracy

-model saving/recalling

-large data imports

-generate data for model

-(optional) hard negative mining

-database creation

-search database

-displays for final notebook

-package everything into a module

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SUPER COOL IMAGE SEARCH (WORKS FOR ALMOST 32 QUERIES NOT CLICKBAIT)

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  • Jupyter Notebook 92.8%
  • Python 7.2%