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Caption Generator for Videos

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dc.contributor.author Imantha, Nadun
dc.date.accessioned 2024-04-17T05:28:30Z
dc.date.available 2024-04-17T05:28:30Z
dc.date.issued 2023
dc.identifier.citation Imantha, Nadun (2023) Caption Generator for Videos. BSc. Dissertation, Informatics Institute of Technology en_US
dc.identifier.issn 20191123
dc.identifier.uri http://dlib.iit.ac.lk/xmlui/handle/123456789/2001
dc.description.abstract "Many social media users face challenges when trying to create engaging and relevant captions for their uploaded videos. This difficulty can impact the performance and visibility of their content. To address this issue, a unique caption system has been developed using machine learning algorithms. This system allows users to upload videos, and it suggests appropriate captions based on keywords found within the video. Users can also manually input or select keywords and adjust the tone of the caption. The system then generates a list of unique and relevant captions for the video. Users have the flexibility to copy and edit these captions to match their preferences. Testing of this system showed that the suggested captions were highly pertinent and captivating, enhancing the discoverability of the video content. Furthermore, the system's ability to propose clever and relevant captions saved users time and effort by eliminating the need for manual caption generation. Additionally, the integration of keywords improved search engine optimization, further enhancing the video's effectiveness. Overall, users found this system to be a valuable tool for creating engaging and relevant captions for their social media videos. It not only improved their content's performance but also made the caption creation process more efficient and user-friendly, ultimately benefitting content creators on social media platforms." en_US
dc.language.iso en en_US
dc.subject Computer Vision en_US
dc.subject Video Classification en_US
dc.subject Deep neural network en_US
dc.title Caption Generator for Videos en_US
dc.type Thesis en_US


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