{"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/image-captioning-using-deep-neural","title":"Image Captioning using Deep Neural Architectures","arxiv_id":"1801.05568","date":"2018-01-17","proceeding":null,"authors":["Parth Shah","Vishvajit Bakarola","Supriya Pati"],"abstract":"Automatically creating the description of an image using any natural\nlanguages sentence like English is a very challenging task. It requires\nexpertise of both image processing as well as natural language processing. This\npaper discuss about different available models for image captioning task. We\nhave also discussed about how the advancement in the task of object recognition\nand machine translation has greatly improved the performance of image\ncaptioning model in recent years. In addition to that we have discussed how\nthis model can be implemented. In the end, we have also evaluated the\nperformance of model using standard evaluation matrices.","url_abs":"http://arxiv.org/abs/1801.05568v1","url_pdf":"http://arxiv.org/pdf/1801.05568v1.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":"image-captioning-using-deep-neural","repo_url":"https://github.com/shivani-raul/Image-Captioning-VGG16","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null}],"tasks":[{"task_slug":"image-captioning","task_name":"Image Captioning"},{"task_slug":"machine-translation","task_name":"Machine Translation"},{"task_slug":"object-recognition","task_name":"Object Recognition"},{"task_slug":"sentence","task_name":"Sentence"},{"task_slug":"translation","task_name":"Translation"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}