Deciphering Venetian handwriting
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Introduction
Planning
| Week | Task |
|---|---|
| 09 | Segment patch of text in Sommarioni : (page id, patch) |
| 10 | Mapping transcription (excel file) -> page id (proof of concept) |
| 11 | Mapping transcription (excel file) -> page id (on the whole dataset) |
| 12 | Depending of the quality of the results : improve the mapping of page id, more precise matching, viewer web |
| 13 | Final results, final evaluation & final report writing |
| 14 | Final project presentation |
Week 09
- Input : Sommarioni images
- Output : Patch of pixels containing text with coordinate of the patch in the Sommarioni
- Step 1 : Segment hand written text regions in Sommarioni images
- Step 2 : Extraction of the patches
Week 10
- Input : transcription (Excel File), tuples (page id, patch) extracted in week 9
- Output : line in the transcription -> page id
- Step 1 : HTR recognition in the patch and cleaning : (patch, text)
- Step 2 : Find matching pair between recognized text and transcription
- Step 3 : New excel file with the new page id column
Week 11
- Step 1 : Apply the pipeline validated on week 10 on the whole dataset
- Step 2 : Evaluate the quality and based on that decide of the tasks for the next weeks
Week 12
- Depending of the quality of the matching
- Improve image segmentation
- More precise matching (excel cell) -> (page id, patch) in order to have the precise box of each written text
- Use a IIF image viewer to show the results of the project in a more fancy way