Deep Learning KC

This repository contains a Python file with the code to get image captioning. The Python library that we use is Keras and TensorFlow. The programming language that we use is Python.

This repository has the following files:

1. pictures/
2. Practica_Deep_Learning.docx
3. Deep_Learning_KC.ipynb
4. README.md

I worked in Google Colaboratory because you need GPUs to process the images.

1. pictures/

The file pictures/ contains all pictures that we are using as example in image captioning.

The pictures are:

1. 11293289843_831b538448_o.jpg
2. example.jpg
3. example_reducida.jpg

2. Practica_Deep_Learning.docx

This file contains the objective of the practice of Image captioning

3. Deep_Learning_KC.ipynb

This Python file contains the Python code to get Image captioning.

We will experiment with various CNN networks and RNN networks. We are using the following networks:

• CNN:

  1. VGG
  2. ResNet

• RNN:

  1. LSTM
  2. GRU