<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5"><docDscr><citation><titlStmt><titl>Bangla Natural Language Image to Text (BNLIT)</titl><IDNo agency="DOI">doi:10.7910/DVN/DZZ1ZB</IDNo></titlStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distDate>2019-08-20</distDate></distStmt><verStmt source="archive"><version date="2019-08-20" type="RELEASED">1</version></verStmt><biblCit>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</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl>Bangla Natural Language Image to Text (BNLIT)</titl><IDNo agency="DOI">doi:10.7910/DVN/DZZ1ZB</IDNo></titlStmt><rspStmt><AuthEnty affiliation="University of Liberal Arts Bangladesh">Jishan, Md. Asifuzzaman</AuthEnty><AuthEnty affiliation="University of Liberal Arts Bangladesh">Mahmud, Khan Raqib</AuthEnty><AuthEnty affiliation="University of Liberal Arts Bangladesh">Azad, Abul Kalam Al</AuthEnty></rspStmt><prodStmt/><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><contact affiliation="University of Liberal Arts Bangladesh" email="jishan900@gmail.com">Jishan, Md. Asifuzzaman</contact><depositr>Jishan, Md. Asifuzzaman</depositr><depDate>2019-08-20</depDate></distStmt><holdings URI="https://doi.org/10.7910/DVN/DZZ1ZB"/></citation><stdyInfo><subject><keyword xml:lang="en">Computer and Information Science</keyword><keyword>Bengali Natural Language Descriptors</keyword><keyword>Image to Text Generation</keyword></subject><abstract date="2019-08-21">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.</abstract><sumDscr/></stdyInfo><method><dataColl><sources/></dataColl><anlyInfo/></method><dataAccs><setAvail/><useStmt/><notes type="DVN:TOU" level="dv">&lt;a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0&lt;/a></notes></dataAccs><othrStdyMat/></stdyDscr><otherMat ID="f3542878" URI="https://dataverse.harvard.edu/api/access/datafile/3542878" level="datafile"><labl>Annotation-Bangla Natural Language Image to Text (BNLIT)-Full Dataset</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">text/plain; charset=UTF-8</notes></otherMat><otherMat ID="f3542882" URI="https://dataverse.harvard.edu/api/access/datafile/3542882" level="datafile"><labl>Bangla Natural Language Image to Text (BNLIT)-Preprocessing and Resizing Dataset-resized-224_224.rar</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/x-rar-compressed</notes></otherMat><otherMat ID="f3542884" URI="https://dataverse.harvard.edu/api/access/datafile/3542884" level="datafile"><labl>Bangla Natural Language Image to Text (BNLIT)-Preprocessing and Resizing Dataset-resized-500_375.rar</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/x-rar-compressed</notes></otherMat><otherMat ID="f3542881" URI="https://dataverse.harvard.edu/api/access/datafile/3542881" level="datafile"><labl>features.pkl</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/octet-stream</notes></otherMat><otherMat ID="f3542879" URI="https://dataverse.harvard.edu/api/access/datafile/3542879" level="datafile"><labl>Test-Annotation-Bangla Natural Language Image to Text (BNLIT).txt</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">text/plain</notes></otherMat><otherMat ID="f3542880" URI="https://dataverse.harvard.edu/api/access/datafile/3542880" level="datafile"><labl>Train-Annotation-Bangla Natural Language Image to Text (BNLIT).txt</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">text/plain</notes></otherMat></codeBook>