Dataset of images for model development using transfer-learning and texture features recognition of the conditions of construction materials with small datasets
This is the dataset of the images collected by the S.M.A.R.T Construction Research Group at NYUAD from a construction site on campus. The dataset contains the images used for the manuscript titled 'Transfer-learning and texture features for detailed recognition of the conditions of construction...
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| creator | Eyob Mengiste |
| description | This is the dataset of the images collected by the S.M.A.R.T Construction Research Group at NYUAD from a construction site on campus. The dataset contains the images used for the manuscript titled 'Transfer-learning and texture features for detailed recognition of the conditions of construction materials with small datasets' by Eyob Mengiste, Karunakar Reddy Mannem, Samuel A. Prieto and Borja García de Soto. For any inquiries, contact the corresponding author (eyob.mengiste@nyu.edu).
This database contains a total of 208 images for 7 construction material conditions broken down as follows:
CMU wall - 24 images,
Chiseled concrete - 49 images,
Concrete - 18 images,
Gypsum - 26 images
Mesh - 25 images
First coat plaster - 37 images
Second coat plaster - 29 images |
| doi_str_mv | 10.17632/zv66h54b8j |
| format | Dataset |
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This database contains a total of 208 images for 7 construction material conditions broken down as follows:
CMU wall - 24 images,
Chiseled concrete - 49 images,
Concrete - 18 images,
Gypsum - 26 images
Mesh - 25 images
First coat plaster - 37 images
Second coat plaster - 29 images</description><identifier>DOI: 10.17632/zv66h54b8j</identifier><language>eng</language><publisher>Mendeley</publisher><creationdate>2023</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>776,1887</link.rule.ids><linktorsrc>$$Uhttps://commons.datacite.org/doi.org/10.17632/zv66h54b8j$$EView_record_in_DataCite.org$$FView_record_in_$$GDataCite.org$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Eyob Mengiste</creatorcontrib><title>Dataset of images for model development using transfer-learning and texture features recognition of the conditions of construction materials with small datasets</title><description>This is the dataset of the images collected by the S.M.A.R.T Construction Research Group at NYUAD from a construction site on campus. The dataset contains the images used for the manuscript titled 'Transfer-learning and texture features for detailed recognition of the conditions of construction materials with small datasets' by Eyob Mengiste, Karunakar Reddy Mannem, Samuel A. Prieto and Borja García de Soto. For any inquiries, contact the corresponding author (eyob.mengiste@nyu.edu).
This database contains a total of 208 images for 7 construction material conditions broken down as follows:
CMU wall - 24 images,
Chiseled concrete - 49 images,
Concrete - 18 images,
Gypsum - 26 images
Mesh - 25 images
First coat plaster - 37 images
Second coat plaster - 29 images</description><fulltext>true</fulltext><rsrctype>dataset</rsrctype><creationdate>2023</creationdate><recordtype>dataset</recordtype><sourceid>PQ8</sourceid><recordid>eNqVj01uwkAMhWfTRUW76gW8R1BSIHRfWnGA7iM38SSD5gfZDoWepkclE5C67urJz5_s94x5KhbzYlMuX55_jmXZrVdfr_t787tFRSGFZMEFbEnAJoaQGvLQ0JF8OgSKCr242IIyRrHEM0_IMTsYG1A6ac8EljCrAFOd2ujUpZgPa0dQp9iMhmRnmES5r0cioBI79ALfTjuQgH74fc0lD-bODit6vOnETD_eP992swzUTqk68BCcz1WxqMZ-1V-_5f_oC9QpY6g</recordid><startdate>20230517</startdate><enddate>20230517</enddate><creator>Eyob Mengiste</creator><general>Mendeley</general><scope>DYCCY</scope><scope>PQ8</scope></search><sort><creationdate>20230517</creationdate><title>Dataset of images for model development using transfer-learning and texture features recognition of the conditions of construction materials with small datasets</title><author>Eyob Mengiste</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-datacite_primary_10_17632_zv66h54b8j3</frbrgroupid><rsrctype>datasets</rsrctype><prefilter>datasets</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>online_resources</toplevel><creatorcontrib>Eyob Mengiste</creatorcontrib><collection>DataCite (Open Access)</collection><collection>DataCite</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Eyob Mengiste</au><format>book</format><genre>unknown</genre><ristype>DATA</ristype><title>Dataset of images for model development using transfer-learning and texture features recognition of the conditions of construction materials with small datasets</title><date>2023-05-17</date><risdate>2023</risdate><abstract>This is the dataset of the images collected by the S.M.A.R.T Construction Research Group at NYUAD from a construction site on campus. The dataset contains the images used for the manuscript titled 'Transfer-learning and texture features for detailed recognition of the conditions of construction materials with small datasets' by Eyob Mengiste, Karunakar Reddy Mannem, Samuel A. Prieto and Borja García de Soto. For any inquiries, contact the corresponding author (eyob.mengiste@nyu.edu).
This database contains a total of 208 images for 7 construction material conditions broken down as follows:
CMU wall - 24 images,
Chiseled concrete - 49 images,
Concrete - 18 images,
Gypsum - 26 images
Mesh - 25 images
First coat plaster - 37 images
Second coat plaster - 29 images</abstract><pub>Mendeley</pub><doi>10.17632/zv66h54b8j</doi><oa>free_for_read</oa></addata></record> |
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| identifier | DOI: 10.17632/zv66h54b8j |
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| language | eng |
| recordid | cdi_datacite_primary_10_17632_zv66h54b8j |
| source | DataCite |
| title | Dataset of images for model development using transfer-learning and texture features recognition of the conditions of construction materials with small datasets |
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