/Image_captioning

This repo contains my 6th Semester image captioning project using keras and flickr30k image dataset

Primary LanguageJupyter NotebookMIT LicenseMIT

Image_captioning

This repo contains my 6th Semester image captioning project using keras and flickr30k image dataset

Things I learnt

  • LSTM
  • RNNs
  • Word Embeddings for word vector representation using glove
  • Data generators to handle large data matrices
  • Automatic Feature Engineering
  • Transfer learning using InceptionV3
  • Overfitting
  • My gpu is not that good

P.S. idk why I used 30k for just a POC... anyways yolo!