Search Results for author: Daniyar Nurseitov

Found 7 papers, 6 papers with code

Deep learning for table detection and structure recognition: A survey

3 code implementations15 Nov 2022 Mahmoud Kasem, Abdelrahman Abdallah, Alexander Berendeyev, Ebrahem Elkady, Mahmoud Abdalla, Mohamed Mahmoud, Mohamed Hamada, Daniyar Nurseitov, Islam Taj-Eddin

The goals of this survey are to provide a profound comprehension of the major developments in the field of Table Detection, offer insight into the different methodologies, and provide a systematic taxonomy of the different approaches.

object-detection Object Detection +3

Enhancing Core Image Classification Using Generative Adversarial Networks (GANs)

no code implementations21 Apr 2022 Galymzhan Abdimanap, Kairat Bostanbekov, Abdelrahman Abdallah, Anel Alimova, Darkhan Kurmangaliyev, Daniyar Nurseitov

In the thrilling world of oil exploration, drill core samples are key to unlocking geological information critical to finding lucrative oil deposits.

Classification Image Classification

TNCR: Table Net Detection and Classification Dataset

1 code implementation19 Jun 2021 Abdelrahman Abdallah, Alexander Berendeyev, Islam Nuradin, Daniyar Nurseitov

Cascade Mask R-CNN with ResNeXt-101-64x4d Backbone Network achieves the highest performance compared to other methods with a precision of 79. 7%, recall of 89. 8%, and f1 score of 84. 4% on the TNCR dataset.

Classification Table Detection

Attention-based Fully Gated CNN-BGRU for Russian Handwritten Text

1 code implementation12 Aug 2020 Abdelrahman Abdallah, Mohamed Hamada, Daniyar Nurseitov

Also, we propose fully gated layers by taking the advantage of multiple the output feature from Tahn and input feature, this proposed work achieves better results and We experimented with our model on the Handwritten Kazakh & Russian Database (HKR).

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