|
ИСТИНА |
Войти в систему Регистрация |
ИСТИНА ИНХС РАН |
||
Digital Peter: New Dataset, Competition and Handwriting Recognition Methodsстатья Исследовательская статья
- Авторы: Potanin Mark, Dimitrov Denis, Shonenkov Alex, Bataev Vladimir, Karachev Denis, Novopoltsev Maxim, Chertok Andrey
- Сборник: The 6th International Workshop on Historical Document Imaging and Processing
- Год издания: 2021
- Место издания: ACM
- Первая страница: 43
- Последняя страница: 48
- DOI: 10.1145/3476887.3476892
- Аннотация: Paper presents a new dataset of Peter the Great’s manuscripts and describes a segmentation procedure that converts initial images of documents into lines. This new dataset may be useful for researchers to train handwriting text recognition models as a benchmark when comparing different models. It consists of 9694 images and text files corresponding to different lines in historical documents. The open machine learning competition ”Digital Peter” was held based on the considered dataset. The baseline solution for this competition and advanced methods on handwritten text recognition are described in the article. The full dataset and all codes are publicly available.
- Добавил в систему: Димитров Денис Валерьевич
Прикрепленные файлы
| № | Имя | Описание | Имя файла | Размер | Добавлен |
|---|---|---|---|---|---|
| 1. | Полный текст | Полный текст статьи | Digital_Peter-_New_Dataset_Competition_and_Handwriting_Reco… | 9,5 МБ | 27 августа 2022 [DimitrovDV] |