• Sayali Nadgauda
• Shubhangi Barhate
• Swati Borude
• Ghodake Pranita
• Prof.Rathod V.U

Tag-based image search is one of the important methods to find images contributed by social users in such social websites. How to make the top ranked result relevant and with diversity is challenging Tag-based image search. It is commonly used in social media than content-based image retrieval and context and content-based image retrieval. Social image tag refinement is to remove the noisy or irrelevant tags and add the relevant tags. The testing data is for image tag assignment and images are randomly chosen as the learning data while the rest ones are used as the testing data.

CNN, image tagging, , tag-based image retrieval.

"Implementation Automatic Image Tag Assignment and Refinement using Machine Learning Technique", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 4, page no.1259-1263, April-2020, Available :http://www.jetir.org/papers/JETIR2004369.pdf

"Implementation Automatic Image Tag Assignment and Refinement using Machine Learning Technique", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 4, page no. pp1259-1263, April-2020, Available at : http://www.jetir.org/papers/JETIR2004369.pdf