Image-Captioning

Neural Network Spring 2022 Project

Table of Contents

1. Requirements
2. Dataset
3. Model Architecture
4. Notebook
5. Project Report
6. Project Video
7. References

1. Requirements

Recommended System Requirements to train model.

• A good CPU and a GPU with atleast 8GB memory
• Atleast 8GB of RAM
• Active internet connection so that keras can download inceptionv3/vgg16 model weights

Required libraries for Python along with their version numbers used while making & testing of this project

• Python - 3.6.7
• Numpy - 1.16.4
• Tensorflow - 1.13.1
• Keras - 2.2.4
• nltk - 3.2.5
• Matplotlib - 3.0.3

2. Dataset

• Flickr8k_Dataset
• Flickr8k_text
Download Link Credits: Jason Brownlee

3. Model Architecture

4. Notebook

• Our Notebook

5. Project Report

• Project Report

6. Project Video

• Our Project

7. References

• Show and Tell: A Neural Image Caption Generator - Oriol Vinyals, Alexander Toshev, Samy Bengio, Dumitru Erhan
• Where to put the Image in an Image Caption Generator - Marc Tanti, Albert Gatt, Kenneth P. Camilleri
• How to Develop a Deep Learning Photo Caption Generator from Scratch