About this document
Image Captioning Model Setup by MANAL BENNOUF is a document available to read on EtoBox.
This document defines code to build and train a neural network model for image captioning. It loads a pre-trained VGG16 model to extract image features. It also preprocesses text captions and maps images to captions. The model uses these image features and tokenized caption sequences to train an encoder-decoder LSTM model to generate captions. It defines the encoder and decoder portions of the model, compiles it, and will train it for 10 epochs on batches of data generated from the image-caption mappings.
- Author
- MANAL BENNOUF
- Language
- EN