{"id":24396263,"url":"https://github.com/farhad-here/imageclassification_vgg19","last_synced_at":"2026-04-12T19:48:40.230Z","repository":{"id":273124248,"uuid":"889036627","full_name":"farhad-here/ImageClassification_VGG19","owner":"farhad-here","description":"It is one of my projects which is about image classification with tensorflow.","archived":false,"fork":false,"pushed_at":"2025-05-29T07:45:47.000Z","size":208,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-29T08:57:24.827Z","etag":null,"topics":["image-classification","image-recognition","python","streamlit","vgg16","vgg19"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/farhad-here.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2024-11-15T13:41:48.000Z","updated_at":"2025-05-29T07:45:50.000Z","dependencies_parsed_at":"2025-05-13T12:35:57.015Z","dependency_job_id":null,"html_url":"https://github.com/farhad-here/ImageClassification_VGG19","commit_stats":null,"previous_names":["farhad-here/imageclassification_vgg19"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/farhad-here/ImageClassification_VGG19","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2FImageClassification_VGG19","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2FImageClassification_VGG19/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2FImageClassification_VGG19/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2FImageClassification_VGG19/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/farhad-here","download_url":"https://codeload.github.com/farhad-here/ImageClassification_VGG19/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/farhad-here%2FImageClassification_VGG19/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28006403,"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","status":"online","status_checked_at":"2025-12-24T02:00:07.193Z","response_time":83,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["image-classification","image-recognition","python","streamlit","vgg16","vgg19"],"created_at":"2025-01-19T21:25:52.075Z","updated_at":"2025-12-24T19:11:04.724Z","avatar_url":"https://github.com/farhad-here.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🖼️ Image processing project with VGG19 for time i was working in university\n\n# 🖼️ Image Classification with VGG19\n\nThis project demonstrates how to perform image classification using the pre-trained **VGG19** model from Keras. It's a simple, clean example of transfer learning for identifying image content with high accuracy.\n\n---\n\n## 🚀 Features\n\n- ✅ Uses VGG19 pretrained on ImageNet\n- ✅ Loads and preprocesses custom images\n- ✅ Outputs top predictions with class names and confidence scores\n- ✅ Easy to customize for other datasets or models\n\n---\n\n## 🧰 Requirements\n\nInstall the required libraries:\n\n```bash\npip install tensorflow numpy pillow\n```\n\n```bash\npip install -r requirements.txt\n```\n\n!download this:\n```\nvgg19_weights_tf_dim_ordering_tf_kernels_notop.h5\n```\n!this will be create in VGG.ipynb:\n```\nimage_classification_model.keras\n```\n# ⚒️picture\n\n![Capture](https://github.com/user-attachments/assets/f77c67e1-0827-43a7-9b00-c8fc47e19fde)\n\n\n![Capture2](https://github.com/user-attachments/assets/e902341a-99a5-47c4-bfe6-c9594f7fdc3c)\n\n![Capture3](https://github.com/user-attachments/assets/252f5c67-f089-4dc8-86c4-71921621d346)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffarhad-here%2Fimageclassification_vgg19","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffarhad-here%2Fimageclassification_vgg19","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffarhad-here%2Fimageclassification_vgg19/lists"}