Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376607060> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4376607060 abstract "The proposed work is carried out on retrieving the content of an image using machine learning based approach. In order to gain a deeper insight of this topic, the current state-of-the-art image caption generation technique has been considered as the baseline. The goal of this work is to find a suitable Epoch value during the training phase which can maximize the performance of a system. The proposed model is composed of six major components: 1) Data pre-processing unit; 2) Convolutional Neural Network (CNN) as an encoder; 3) At-tention mechanism; 4) Recurrent Neural Network (RNN) as a decoder; 5) Beam search to find most optimal caption; and 6) Sentence Generation and evaluation. The model is trained to maximize the likelihood of the description sentence of a given training image. Experiments on the test dataset show the accuracy of the model and the fluency of the language it learns solely from image descriptions. The challenges of this work are mentioned in detail at the last of this paper." @default.
- W4376607060 created "2023-05-17" @default.
- W4376607060 creator A5000613715 @default.
- W4376607060 creator A5020290267 @default.
- W4376607060 creator A5084569711 @default.
- W4376607060 date "2023-01-05" @default.
- W4376607060 modified "2023-09-23" @default.
- W4376607060 title "In Search of a Suitable Epoch Value for the Optimum Result in Image Captioning" @default.
- W4376607060 doi "https://doi.org/10.1109/icaect57570.2023.10117839" @default.
- W4376607060 hasPublicationYear "2023" @default.
- W4376607060 type Work @default.
- W4376607060 citedByCount "0" @default.
- W4376607060 crossrefType "proceedings-article" @default.
- W4376607060 hasAuthorship W4376607060A5000613715 @default.
- W4376607060 hasAuthorship W4376607060A5020290267 @default.
- W4376607060 hasAuthorship W4376607060A5084569711 @default.
- W4376607060 hasConcept C111919701 @default.
- W4376607060 hasConcept C11413529 @default.
- W4376607060 hasConcept C115961682 @default.
- W4376607060 hasConcept C118505674 @default.
- W4376607060 hasConcept C119857082 @default.
- W4376607060 hasConcept C125583679 @default.
- W4376607060 hasConcept C137293760 @default.
- W4376607060 hasConcept C147168706 @default.
- W4376607060 hasConcept C154945302 @default.
- W4376607060 hasConcept C157657479 @default.
- W4376607060 hasConcept C19889080 @default.
- W4376607060 hasConcept C2777530160 @default.
- W4376607060 hasConcept C28490314 @default.
- W4376607060 hasConcept C41008148 @default.
- W4376607060 hasConcept C50644808 @default.
- W4376607060 hasConcept C81363708 @default.
- W4376607060 hasConceptScore W4376607060C111919701 @default.
- W4376607060 hasConceptScore W4376607060C11413529 @default.
- W4376607060 hasConceptScore W4376607060C115961682 @default.
- W4376607060 hasConceptScore W4376607060C118505674 @default.
- W4376607060 hasConceptScore W4376607060C119857082 @default.
- W4376607060 hasConceptScore W4376607060C125583679 @default.
- W4376607060 hasConceptScore W4376607060C137293760 @default.
- W4376607060 hasConceptScore W4376607060C147168706 @default.
- W4376607060 hasConceptScore W4376607060C154945302 @default.
- W4376607060 hasConceptScore W4376607060C157657479 @default.
- W4376607060 hasConceptScore W4376607060C19889080 @default.
- W4376607060 hasConceptScore W4376607060C2777530160 @default.
- W4376607060 hasConceptScore W4376607060C28490314 @default.
- W4376607060 hasConceptScore W4376607060C41008148 @default.
- W4376607060 hasConceptScore W4376607060C50644808 @default.
- W4376607060 hasConceptScore W4376607060C81363708 @default.
- W4376607060 hasLocation W43766070601 @default.
- W4376607060 hasOpenAccess W4376607060 @default.
- W4376607060 hasPrimaryLocation W43766070601 @default.
- W4376607060 hasRelatedWork W2547835662 @default.
- W4376607060 hasRelatedWork W2782005958 @default.
- W4376607060 hasRelatedWork W2794504309 @default.
- W4376607060 hasRelatedWork W2805200595 @default.
- W4376607060 hasRelatedWork W2964253311 @default.
- W4376607060 hasRelatedWork W3010872046 @default.
- W4376607060 hasRelatedWork W3089122997 @default.
- W4376607060 hasRelatedWork W3143728625 @default.
- W4376607060 hasRelatedWork W4221152473 @default.
- W4376607060 hasRelatedWork W4312545247 @default.
- W4376607060 isParatext "false" @default.
- W4376607060 isRetracted "false" @default.
- W4376607060 workType "article" @default.