Image captioning using xception

Please use this identifier to cite or link to this item: http://drsr.daiict.ac.in//handle/123456789/954

Title:	Image captioning using xception
Authors:	Khare, Manish Maulvi, Mohammed Nadeem G.
Keywords:	Image Captioning Xception model Flickr8k data set BLEU Score
Issue Date:	2020
Publisher:	Dhirubhai Ambani Institute of Information and Communication Technology
Citation:	Maulvi, Mohammed Nadeem G. (2020). Image captioning using xception. Dhirubhai Ambani Institute of Information and Communication Technology. vi, 12 p. (Acc.No: T00876)
Abstract:	The main aim of the project was to create a model that generates the captions. The captions must be syntactically correct and semantically true. Also the goal was to create a new model that can achieve outstanding results compared to other models. The data set used was Flickr8k and was trained over pre-trained Xception model. The outcomes were compared against the ResNet50 and InceptionV3 results. The evaluation metric used was BLEU (Bilingual Evaluation Understudy) Score. The BLEU Score graphs shows that Xception has outperformed the ResNet50 and InceptionV3 models.
URI:	http://drsr.daiict.ac.in//handle/123456789/954
Appears in Collections:	M Tech Dissertations

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