Generation of Textual Description

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Introduction

Motivation

Deliverables

Project Timeline & Milestones

Timeframe Task Completion
Week 4
  • Exploring the dataset
  • Finding textual data of the book
Week 5
  • Pre-processing text
  • Quality assessment of the data
Week 6
  • Applying NER using Spacy
Week 7
  • Manually labelling chapter 3
  • GPT-4 Prompt Engineering
Week 8
  • Working on mapping with QGIS
Week 9
  • Finalizing GPT-4 Prompt
  • Automating Wikipedia Page Search
Week 10
  • Finalizing the list of manually detected locations
  • Evaluation of GPT-4 and Spacy Results for chapter 3
Week 11
  • Matching the coordinates of the locations from chapter 3
  • QGIS mapping of the locations from chapter 3
Week 12
  • Visualizing the full chapter 3 journey
  • Retrieving the locations from the entire book
Week 13
  • Matching the coordinates of the locations from the entire book
  • Retrieving coordinates from matched Wikipedia pages
  • GeoPandas Mapping of the locations from the entire book
  • Visualizing the full journey
Week 14
  • Develop a platform to display outputs
  • Complete GitHub repository
  • Complete Wiki page
  • Complete presentation

Methodology

Results

Limitations and further work

Conclusion

Credits