{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/a-public-image-database-for-benchmark-of","title":"A Public Image Database for Benchmark of Plant Seedling Classification Algorithms","arxiv_id":"1711.05458","date":"2017-11-15","proceeding":null,"authors":["Thomas Mosgaard Giselsson","Rasmus Nyholm Jørgensen","Peter Kryger Jensen","Mads Dyrmann","Henrik Skov Midtiby"],"abstract":"A database of images of approximately 960 unique plants belonging to 12\nspecies at several growth stages is made publicly available. It comprises\nannotated RGB images with a physical resolution of roughly 10 pixels per mm. To\nstandardise the evaluation of classification results obtained with the\ndatabase, a benchmark based on $f_{1}$ scores is proposed. The dataset is\navailable at https://vision.eng.au.dk/plant-seedlings-dataset","url_abs":"http://arxiv.org/abs/1711.05458v1","url_pdf":"http://arxiv.org/pdf/1711.05458v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"a-public-image-database-for-benchmark-of","repo_url":"https://github.com/WuZhuoran/Plant_Seedlings_Classification","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null},{"paper_slug":"a-public-image-database-for-benchmark-of","repo_url":"https://github.com/adines/semicompact","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":{"status":"ok"}},{"paper_slug":"a-public-image-database-for-benchmark-of","repo_url":"https://github.com/karthikkg/Plant-Seedlings-Classification-Using-Convolution-Neural-Networks","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"a-public-image-database-for-benchmark-of","repo_url":"https://github.com/vbookshelf/Weed-Detector","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null}],"tasks":[{"task_slug":"classification","task_name":"General Classification"}],"methods":[],"datasets_introduced":[{"slug":"plant-seedlings-dataset","name":"Plant Seedlings Dataset","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}