NumtaDB - Assembled Bengali Handwritten Digits
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Abstract (arXiv)
To benchmark Bengali digit recognition algorithms, a large publicly available dataset is required which is free from biases originating from geographical location, gender, and age. With this aim in mind, NumtaDB, a dataset consisting of more than 85,000 images of hand-written Bengali digits, has been assembled. This paper documents the collection and curation process of numerals along with the salient statistics of the dataset.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 6 Jun 2018.
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Citing papers per year: 2022: 4; 2023: 1; 2024: 0; 2025: 1; 2026: 2.
8 papers.
- 2022Two Decades of Bengali Handwritten Digit Recognition: A Surveycited by 13
- 2025Performance Analysis of Few-Shot Learning Approaches for Bangla Handwritten Character and Digit Recognitioncited by 4
- 2022Efficient approach of using CNN based pretrained model in Bangla handwritten digit recognitioncited by 2
- 2022Bengali Handwritten Digit Recognition using CNN with Explainable AIcited by 2
- 2022A Classical Approach to Handcrafted Feature Extraction Techniques for Bangla Handwritten Digit Recognitioncited by 1
- 2023Unicode Normalization and Grapheme Parsing of Indic Languagescited by 1
- 2026BHDD: A Burmese Handwritten Digit Datasetcited by 0
- 2026WeightCLIP: Aligning Datasets and Models for Weight Space Learningcited by 0
- 2026WeightCLIP: Aligning Datasets and Models for Weight Space Learning3 Jul 2026
- 2026BHDD: A Burmese Handwritten Digit Dataset23 Mar 2026
- 2025Performance Analysis of Few-Shot Learning Approaches for Bangla Handwritten Character and Digit Recognition31 May 2025
- 2023Unicode Normalization and Grapheme Parsing of Indic Languages11 May 2023
- 2022Bengali Handwritten Digit Recognition using CNN with Explainable AI23 Dec 2022
- 2022Efficient approach of using CNN based pretrained model in Bangla handwritten digit recognition19 Sep 2022
- 2022Two Decades of Bengali Handwritten Digit Recognition: A Survey5 Jun 2022
- 2022A Classical Approach to Handcrafted Feature Extraction Techniques for Bangla Handwritten Digit Recognition25 Jan 2022