{"id":23279929,"url":"https://github.com/kr1shnasomani/visionverse","last_synced_at":"2025-12-30T23:06:28.237Z","repository":{"id":268939140,"uuid":"905923818","full_name":"kr1shnasomani/VisionVerse","owner":"kr1shnasomani","description":"Image Captioner using DenseNet201 and LSTM","archived":false,"fork":false,"pushed_at":"2025-03-18T20:03:47.000Z","size":49213,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-06T13:19:02.290Z","etag":null,"topics":["computer-vision","deep-learning","keras","matplotlib","neural-network","numpy","pandas","tensorflow","tqdm"],"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/kr1shnasomani.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":"2024-12-19T19:53:15.000Z","updated_at":"2025-03-25T05:56:37.000Z","dependencies_parsed_at":"2025-03-18T21:33:49.892Z","dependency_job_id":null,"html_url":"https://github.com/kr1shnasomani/VisionVerse","commit_stats":null,"previous_names":["kr1shnasomani/visionverse"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kr1shnasomani%2FVisionVerse","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kr1shnasomani%2FVisionVerse/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kr1shnasomani%2FVisionVerse/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kr1shnasomani%2FVisionVerse/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kr1shnasomani","download_url":"https://codeload.github.com/kr1shnasomani/VisionVerse/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247485295,"owners_count":20946399,"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":["computer-vision","deep-learning","keras","matplotlib","neural-network","numpy","pandas","tensorflow","tqdm"],"created_at":"2024-12-19T23:19:43.633Z","updated_at":"2025-12-30T23:06:28.231Z","avatar_url":"https://github.com/kr1shnasomani.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003eCaptionCraft\u003c/h1\u003e\nThe project is an image captioning model using DenseNet201 and LSTM, generating descriptive captions for images from the Flickr8k dataset. Utilized TensorFlow, Keras, and custom data generators for feature extraction and sequence prediction.\n\n## Execution Guide:\n1. Clone the repository:\n   ```\n   git clone https://github.com/kr1shnasomani/CaptionCraft.git\n   cd CaptionCraft\n   ```\n\n2. Install the dependencies:\n   ```\n   pip install -r requirements.txt\n   ```\n\n3. On running all the cells it outputs a file named `model.keras` (it stores the trained model)\n  \n## Accuracy \u0026 Loss Over Epochs:\n\n![image](https://github.com/user-attachments/assets/f29900b0-40fb-4ca6-a080-0fd0e421eeed)\n\n![image](https://github.com/user-attachments/assets/7989c24f-adf9-4f2c-8512-aa4776a73947)\n\n## Model Prediction:\n\n![image](https://github.com/user-attachments/assets/fde528fa-b830-4097-902c-d9bb53bf49d4)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkr1shnasomani%2Fvisionverse","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkr1shnasomani%2Fvisionverse","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkr1shnasomani%2Fvisionverse/lists"}