Add a command for evaluation #9

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opened 2025-10-14 15:51:06 -06:00 by navan · 0 comments

navan commented

2025-10-14 15:51:06 -06:00

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Originally created by @starride-teklia on 10/5/2023

I would like to create a new command pylaia-htr-evaluate to compute CER/WER.

Command:

pylaia-htr-evaluate --config evaluation_config.yaml

Configuration file:

eval:
   labels:
      train: path/to/train_labels.txt
      val: path/to/val_labels.txt
      test: path/to/test_labels.txt
   predictions:
      train: path/to/train_predictions.txt
      val: path/to/val_predictions.txt
      test: path/to/test_predictions.txt

Output formatted in markdown:

Set	CER (%)	WER (%)
train	2.40	8.10
val	7.45	19.75
test	6.55	18.2

*Originally created by @starride-teklia on 10/5/2023* I would like to create a new command `pylaia-htr-evaluate` to compute CER/WER. * Command: ```bash pylaia-htr-evaluate --config evaluation_config.yaml ``` * Configuration file: ```yaml eval: labels: train: path/to/train_labels.txt val: path/to/val_labels.txt test: path/to/test_labels.txt predictions: train: path/to/train_predictions.txt val: path/to/val_predictions.txt test: path/to/test_predictions.txt ``` * Output formatted in markdown: | Set | CER (%) | WER (%) | | ----- | ---------- | --------- | | train | 2.40 | 8.10 | | val | 7.45 | 19.75 | | test | 6.55 | 18.2 |

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Reference: github/PyLaia#9

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