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image-caption-generator

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Fabricating a Python application that generates a caption for a selected image. Involves the use of Deep Learning and NLP Frameworks in Tensorflow, Keras and NLTK modules for data processing and creation of deep learning models and their evaluation.

  • Updated Jan 30, 2021
  • Jupyter Notebook

Generates textual description of any given image. Use both Natural Language Processing (NLP) and Computer Vision to generate captions. The idea implemented is to replace the encoder (RNN layer) in an encoder-decoder architecture with a deep Convolutional Neural Network (CNN) trained to classify objects in images.

  • Updated Aug 10, 2021
  • Jupyter Notebook

Generates textual description of any given image. Use both Natural Language Processing (NLP) and Computer Vision to generate captions. The idea implemented is to replace the encoder (RNN layer) in an encoder-decoder architecture with a deep Convolutional Neural Network (CNN) trained to classify objects in images.

  • Updated Dec 30, 2021

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