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Part 1: Document Description
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Citation |
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Title: |
Bangla Natural Language Image to Text (BNLIT) |
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Identification Number: |
doi:10.7910/DVN/DZZ1ZB |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2019-08-20 |
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Version: |
1 |
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Bibliographic Citation: |
Jishan, Md. Asifuzzaman; Mahmud, Khan Raqib; Azad, Abul Kalam Al, 2019, "Bangla Natural Language Image to Text (BNLIT)", https://doi.org/10.7910/DVN/DZZ1ZB, Harvard Dataverse, V1 |
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Citation |
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Title: |
Bangla Natural Language Image to Text (BNLIT) |
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Identification Number: |
doi:10.7910/DVN/DZZ1ZB |
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Authoring Entity: |
Jishan, Md. Asifuzzaman (University of Liberal Arts Bangladesh) |
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Mahmud, Khan Raqib (University of Liberal Arts Bangladesh) |
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Azad, Abul Kalam Al (University of Liberal Arts Bangladesh) |
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Distributor: |
Harvard Dataverse |
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Access Authority: |
Jishan, Md. Asifuzzaman |
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Depositor: |
Jishan, Md. Asifuzzaman |
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Date of Deposit: |
2019-08-20 |
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Holdings Information: |
https://doi.org/10.7910/DVN/DZZ1ZB |
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Study Scope |
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Keywords: |
Computer and Information Science, Bengali Natural Language Descriptors, Image to Text Generation |
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Abstract: |
We represented a new Bangla dataset with a Hybrid Recurrent Neural Network model which generated Bangla natural language description of images. This dataset achieved by a large number of images with classification and containing natural language process of images. We conducted experiments on our self-made Bangla Natural Language Image to Text (BNLIT) dataset. Our dataset contained 8,743 images. We made this dataset using Bangladesh perspective images. We used one annotation for each image. In our repository, we added two types of pre-processed data which is 224 × 224 and 500 × 375 respectively alongside annotations of full dataset. We also added CNN features file of whole dataset in our repository which is features.pkl. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Notes: |
<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a> |
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Other Study Description Materials |
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Label: |
Annotation-Bangla Natural Language Image to Text (BNLIT)-Full Dataset |
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Notes: |
text/plain; charset=UTF-8 |
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Label: |
Bangla Natural Language Image to Text (BNLIT)-Preprocessing and Resizing Dataset-resized-224_224.rar |
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Notes: |
application/x-rar-compressed |
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Label: |
Bangla Natural Language Image to Text (BNLIT)-Preprocessing and Resizing Dataset-resized-500_375.rar |
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Notes: |
application/x-rar-compressed |
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Label: |
features.pkl |
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Notes: |
application/octet-stream |
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Label: |
Test-Annotation-Bangla Natural Language Image to Text (BNLIT).txt |
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Notes: |
text/plain |
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Label: |
Train-Annotation-Bangla Natural Language Image to Text (BNLIT).txt |
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Notes: |
text/plain |