Europeana: mapping postcards: Difference between revisions

Revision as of 14:27, 6 December 2023

Timeframe	Task	Completion
Week 4	Explore postcard search results on Europeana's website Get Europeana API Extract data from 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 test set evaluation Build the visualization platform
Week 13	Testing and refinement of the Web application
Week 14	Final report preparation and presentation

@@ Line 7: / Line 7: @@
 | align="center" |Week 4
 |
-*
+* Explore postcard search results on Europeana's website
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+* Get Europeana API
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+* Extract data from postcards using the Europeana API
 | align="center" |✅
 |-
@@ Line 15: / Line 15: @@
 | align="center" |Week 5
 |
-*
+* Clean data using metadata.
-*
+* Analyze the data of Europeana postcards
-*
+* Prepare sample image sets and explore prediction methods
 | align="center" |✅
 |-
@@ Line 23: / Line 23: @@
 | align="center" |Week 6
 |
-*
+* Decide to focus on postcards with text
-*
+* Test and evaluate the effectiveness of multiple OCR models
-*
 | align="center" |✅
 |-
@@ Line 31: / Line 30: @@
 | align="center" |Week 7
 |
-*
+* Use OCR and NER for prediction
-*
+* Test and evaluate the effectiveness of multiple NER tools
-*
+* Explore alternative forecasting methods
 | align="center" |✅
 |-
@@ Line 39: / Line 38: @@
 | align="center" |Week 8
 |
-*
+* Introduce ChatGPT for the prediction(OCR+GPT-3.5+NER)
-*
+* Try to make predictions directly using GPT-4
-*
 | align="center" |✅
 |-
@@ Line 47: / Line 45: @@
 | align="center" |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.
-*
 | align="center" |✅
 |-
@@ Line 55: / Line 53: @@
 | align="center" |Week 10
 |
-*
+* Complete the pipeline for the entire prediction process
-*
+* Prepare a sample set to evaluate the effect
-*
 | align="center" |✅
 |-