Implementations of Fast-Tag and Fast-Zero-Tag
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.ipynb_checkpoints
tagnet
.gitignore
README.md
cooccur.m
cs771a-project-report.pdf
embeddings.m
fast0tag.py
ranking.py
ranking.pyc
ranking_kernelized.py
results
tagging_objective.py
zero_svm-Copy1.ipynb
zero_svm.ipynb
zero_svm.py
zero_svm.pyc
zero_svm_kernelized.ipynb

README.md

#Image Tagging

  • Deep Neural Net with Multi-Task Loss for FastTag
  • Tag Embedding generated on the basis of Co-occurence instead of Word2Vec
  • Method based on Kernelized Ridge Regression to learn the Principal Direction for an Image