{"id":19553866,"url":"https://github.com/blankscreen-exe/image-classification-app","last_synced_at":"2025-11-19T22:03:10.545Z","repository":{"id":184443488,"uuid":"671894203","full_name":"Blankscreen-exe/Image-Classification-App","owner":"Blankscreen-exe","description":"An image classification app made with tensorflow and tkinter","archived":false,"fork":false,"pushed_at":"2023-07-28T11:55:00.000Z","size":265,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-26T07:32:55.691Z","etag":null,"topics":[],"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/Blankscreen-exe.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}},"created_at":"2023-07-28T11:43:05.000Z","updated_at":"2023-07-28T11:43:11.000Z","dependencies_parsed_at":"2023-07-28T12:53:19.021Z","dependency_job_id":null,"html_url":"https://github.com/Blankscreen-exe/Image-Classification-App","commit_stats":null,"previous_names":["blankscreen-exe/image-classification-app"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Blankscreen-exe/Image-Classification-App","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blankscreen-exe%2FImage-Classification-App","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blankscreen-exe%2FImage-Classification-App/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blankscreen-exe%2FImage-Classification-App/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blankscreen-exe%2FImage-Classification-App/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Blankscreen-exe","download_url":"https://codeload.github.com/Blankscreen-exe/Image-Classification-App/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Blankscreen-exe%2FImage-Classification-App/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":285335552,"owners_count":27154282,"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":"2025-11-19T02:00:05.673Z","response_time":65,"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":[],"created_at":"2024-11-11T04:24:57.563Z","updated_at":"2025-11-19T22:03:10.527Z","avatar_url":"https://github.com/Blankscreen-exe.png","language":"Python","readme":"# Image Classification App\n\nThis is a simple image classification app made with using [MobileNetV2](https://www.tensorflow.org/api_docs/python/tf/keras/applications/mobilenet_v2/MobileNetV2) model and [Tensorflow](https://www.tensorflow.org/).\n\n\u003e 📌 This project is a part of a [medium.com](https://medium.com/@hammad.ai/how-to-use-a-trained-model-in-an-application-using-tensorflow-cd8b4024bb28) blog article that I have written. Be sure to check that out right [here](https://medium.com/@hammad.ai/how-to-use-a-trained-model-in-an-application-using-tensorflow-cd8b4024bb28).\n\n## Installation\n\n- Install the dependencies\n\n```shell\npip3 install tensorflow Pillow\n```\n\n- or alternatively you can use the `requirements.txt` file to install all the dependencies\n\n```shell\npip3 install -r requirements.txt\n```\n\n- then run the `export_model.py` script to create a directory with model binaries.\n\n```shell\npython3 ./export_model.py \n```\n\n## Usage\n\nTo run the application you will first need to export the model into its directory(follow steps in [Installation](##-Installation))\n\nThe app will be available by running the `app.py` script.\n\n```\npython3 ./app.py\n```\n\n## Preview\n![Alt text](docs/images/app_preview.png)","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblankscreen-exe%2Fimage-classification-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fblankscreen-exe%2Fimage-classification-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblankscreen-exe%2Fimage-classification-app/lists"}