{"id":19690366,"url":"https://github.com/shourya1997/image-caption-generator","last_synced_at":"2026-05-03T11:32:07.231Z","repository":{"id":157886061,"uuid":"117204360","full_name":"shourya1997/image-caption-generator","owner":"shourya1997","description":"Experiments with Neural Image captioning in Keras based on Show and Tell.","archived":false,"fork":false,"pushed_at":"2018-11-09T06:04:50.000Z","size":1318,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-27T10:59:07.691Z","etag":null,"topics":["deep-learning","image-captioning","keras","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/shourya1997.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":"2018-01-12T06:48:03.000Z","updated_at":"2019-04-01T10:47:28.000Z","dependencies_parsed_at":null,"dependency_job_id":"69c73e55-4a42-493d-aee6-54be299cd01d","html_url":"https://github.com/shourya1997/image-caption-generator","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/shourya1997/image-caption-generator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shourya1997%2Fimage-caption-generator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shourya1997%2Fimage-caption-generator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shourya1997%2Fimage-caption-generator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shourya1997%2Fimage-caption-generator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shourya1997","download_url":"https://codeload.github.com/shourya1997/image-caption-generator/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shourya1997%2Fimage-caption-generator/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32567199,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-03T06:36:36.687Z","status":"ssl_error","status_checked_at":"2026-05-03T06:36:09.306Z","response_time":103,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["deep-learning","image-captioning","keras","tensorflow"],"created_at":"2024-11-11T19:05:20.395Z","updated_at":"2026-05-03T11:32:07.226Z","avatar_url":"https://github.com/shourya1997.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image Captioning Generator\r\nExperiments with Neural Image captioning in Keras based on [Show and Tell](https://arxiv.org/abs/1411.4555).\r\n\r\n# Python Environment\r\n1. Python3\r\n2. Keras 2.1.5 or Higher\r\n3. Tensorflow 1.5 or Higher\r\n4. scikit-learn\r\n5. Pandas\r\n6. NumPy\r\n7. Matplotlib\r\n\r\n[How to Setup a Python Environment for Machine Learning and Deep Learning with Anaconda](https://machinelearningmastery.com/setup-python-environment-machine-learning-deep-learning-anaconda/)\r\n\r\n[How To Develop and Evaluate Large Deep Learning Models with Keras on Amazon Web Services](https://machinelearningmastery.com/develop-evaluate-large-deep-learning-models-keras-amazon-web-services/)\r\n\r\n# Dataset\r\nFlickr8K dataset\r\n1. Flickr8k_Dataset.zip (1 Gigabyte) An archive of all photographs.\r\n2. Flickr8k_text.zip (2.2 Megabytes) An archive of all text descriptions for photographs.\r\n\r\n# Evaluation Metric\r\nBLEU scores. For reference [Where to put the Image in an Image Caption Generator](https://arxiv.org/abs/1703.09137)\r\n\r\n# Model\r\n![Model Architecture](images/model.png)\r\n\r\n## Model Structure\r\n![Model Structure](images/modelStructure.png)\r\n\r\n# Experimentation Results\r\n![Train](images/train.png)\r\n\r\n![Test](images/test.png)\r\n\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshourya1997%2Fimage-caption-generator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshourya1997%2Fimage-caption-generator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshourya1997%2Fimage-caption-generator/lists"}