TemiarNotebooks

nbpathpagestr_id
12./2006/Field_notebooks/Annotations/TEAGBIA061210_001.pdf85508828
9./1968-1972/Field_notebooks/Annotations/TEAGBIA680312_001.pdf384508531
10./1968-1972/Field_notebooks/Annotations/TEAGBIA700401_001.pdf172508576
13./2007-2010/Field_notebooks/Annotations/TEAGBIA071225_001.pdf91508835
5./1964-1965/Field_notebooks/Annotations/TEAGBIA650121_001.pdf236505775
4./1964-1965/Field_notebooks/Annotations/TEAGBIA641210_001.pdf206505326
3./1964-1965/Field_notebooks/Annotations/TEAGBIA641015_001.pdf217504926
2./1964-1965/Field_notebooks/Annotations/TEAGBIA640906_001.pdf389504863
6./1964-1965/Field_notebooks/Annotations/TEAGBIA650201_004.pdf32508440
1./1964-1965/Field_notebooks/Annotations/TEAGBIA640309_001.pdf319500984
11_2./1979-1980/Field_notebooks/Annotations/LNHGBIA790106_001_18-21.pdf43508826

The Notebooks come in five 'generations': 64-65, 68-72, 79-80, 06 and 07-10

Since a person's handwriting is likely to change throughout the years, we decided to type up pages from all generations as the basis of our model. The following number of pages were typed up from each generation.

64030920
68031220
79010620
06121022
07122523

Our first model was trained on the first four (64, 68, 79 and 06) and tested on 07 and gave a CER on Validation set of 12.99%. This gives us a sense of the results for 'out of generation' training.

Our second model was trained on the first 18 pages from each generation and tested on the rest and gave a CER on Validation set of 6.61%. This indicates what the level of recognition will be for all the data.

Out third model was trained on all the data. We did not have a test set for this but the CER on Train set was 2.81%. This is the model we will use for recognition on all the data. It is likely to be better than our second model since we trained on all available data.

Myths

TEAGBIA640000_083.pdf12
TEAGBIA640000_084.pdf14
TEAGBIA640000_085.pdf27
TEAGBIA640616_001.pdf4
TEAGBIA640617_001.pdf2
TEAGBIA640919_001.pdf5
TEAGBIA641215_001.pdf27
TEAGBIA641223_001.pdf14
TEAGBIA650110_001.pdf10
TEAGBIA650111_001.pdf12
TEAGBIA650115_001.pdf10
TEAGBIA650130_001.pdf3
TEAGBIA650130_002.pdf7
TEAGBIA650201_001.pdf11
TEAGBIA650201_002.pdf5
TEAGBIA650201_003.pdf2
TEAGBIA650711_001.pdf15