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Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021статья Исследовательская статья
- Авторы: Bakshandaeva Daria, Dimitrov Denis, Shonenkov Alex, Potanin Mark, Arkhipkin Vladimir, Karachev Denis, Davydova Vera, Voronov Anton, Martynov Mikhail, Semenova Natalia, Stepnov Mikhail, Tutubalina Elena, Chertok Andrey, Petiushko Aleksandr
- Журнал: ArXiv e-prints
- Год издания: 2021
- DOI: 10.48550/ARXIV.2111.10974
- Аннотация: Supporting the current trend in the AI community, we propose the AI Journey 2021 Challenge called Fusion Brain which is targeted to make the universal architecture process different modalities (namely, images, texts, and code) and to solve multiple tasks for vision and language. The Fusion Brain Challenge this https URL combines the following specific tasks: Code2code Translation, Handwritten Text recognition, Zero-shot Object Detection, and Visual Question Answering. We have created datasets for each task to test the participants' submissions on it. Moreover, we have opened a new handwritten dataset in both Russian and English, which consists of 94,130 pairs of images and texts. The Russian part of the dataset is the largest Russian handwritten dataset in the world. We also propose the baseline solution and corresponding task-specific solutions as well as overall metrics.
- Добавил в систему: Димитров Денис Валерьевич
Прикрепленные файлы
| № | Имя | Описание | Имя файла | Размер | Добавлен |
|---|---|---|---|---|---|
| 1. | Полный текст | Полный текст статьи | Many_Heads_but_One_Brain-_an_Overview_of_Fusion_Brain_Chall… | 1,9 МБ | 27 августа 2022 [DimitrovDV] |