Europeana: mapping postcards

Projet plan & milestones

Timeframe	Task	Completion
Week 4	Explore postcard search results on Europeana's website Study the Europeana API documentation and get an access key. Extract data of postcards using the Europeana API	✅
Week 5	Clean data using metadata. Analyze the data of Europeana postcards Prepare sample image sets and explore prediction methods	✅
Week 6	Decide to focus on postcards with text Test and evaluate the effectiveness of multiple OCR models	✅
Week 7	Use OCR and NER for prediction Test and evaluate the effectiveness of multiple NER tools Explore alternative forecasting methods	✅
Week 8	Introduce ChatGPT for the prediction(OCR+GPT-3.5+NER) Try to make predictions directly using GPT-4	✅
Week 9	Optimize GPT-3.5 prompt for better results Compare the results of OCR + GPT-3.5 (optimized prompts) to those of GPT-4.	✅
Week 10	Complete the pipeline for the entire prediction process Prepare a sample set to evaluate the effect	✅
Week 11	Explore the visualization methods Refine the test set and analyze it	✅
Week 12	Use the TA's annotation tool for building a ground truth Build the visualization platform	✅
Week 13	Testing and refinement of the Web application Analyze the results of the test set evaluation	✅
Week 14	Prepare the final report and presentation	✅

Github Repository

Europeana-mapping-postcards