{"id":18439304,"url":"https://github.com/varadbhogayata/visual-question-answering","last_synced_at":"2025-04-15T03:42:20.310Z","repository":{"id":113634974,"uuid":"127413688","full_name":"varadbhogayata/visual-question-answering","owner":"varadbhogayata","description":"The Intelligent system which gives answer to an Image and a Natural Language Question related to image","archived":false,"fork":false,"pushed_at":"2020-06-08T18:03:40.000Z","size":61947,"stargazers_count":8,"open_issues_count":1,"forks_count":5,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-15T03:42:11.573Z","etag":null,"topics":["cnn-model","computer-vision","lstm-neural-networks","natural-language-processing"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/varadbhogayata.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-03-30T10:09:38.000Z","updated_at":"2025-01-23T16:31:51.000Z","dependencies_parsed_at":"2023-03-22T12:02:49.201Z","dependency_job_id":null,"html_url":"https://github.com/varadbhogayata/visual-question-answering","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varadbhogayata%2Fvisual-question-answering","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varadbhogayata%2Fvisual-question-answering/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varadbhogayata%2Fvisual-question-answering/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varadbhogayata%2Fvisual-question-answering/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/varadbhogayata","download_url":"https://codeload.github.com/varadbhogayata/visual-question-answering/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249003936,"owners_count":21196794,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cnn-model","computer-vision","lstm-neural-networks","natural-language-processing"],"created_at":"2024-11-06T06:24:10.804Z","updated_at":"2025-04-15T03:42:20.288Z","avatar_url":"https://github.com/varadbhogayata.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Visual-Question-Answering\nThe Intelligent system which gives answer to an Image and a Natural Language Question related to image. This is a simple updated demo of VQA by [VQA_Demo](https://github.com/iamaaditya/VQA_Demo/) which uses pretrained models (VGG, VQA) to answer a given question.\n\n# Model Architecture\nThe arhitecture behind the implementation is based on the model proposed in this[paper](https://arxiv.org/pdf/1505.00468v6.pdf)\n\n![LSTM + Q Model](https://github.com/varadbhogayata/Visual-Question-Answering/tree/master/Images/LSTM+Q.png)\n\n# Dependencies\n1. Keras\n2. Tensorflow\n3. Scikit-learn\n4. Spacy\n5. VGG-16 pretrained weights\n\n# Run\nPut image in the data/ directory to test the image on this model, after run this file: \n\npython VQAdemo.py\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvaradbhogayata%2Fvisual-question-answering","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvaradbhogayata%2Fvisual-question-answering","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvaradbhogayata%2Fvisual-question-answering/lists"}