{"id":20514320,"url":"https://github.com/devashishprasad/tkinter-real-time-classifier","last_synced_at":"2025-07-06T05:34:13.903Z","repository":{"id":110729573,"uuid":"137884150","full_name":"DevashishPrasad/Tkinter-Real-Time-Classifier","owner":"DevashishPrasad","description":"This is a tkinter based GUI for tensorflow classifier to classify various products in real time","archived":false,"fork":false,"pushed_at":"2018-06-19T17:58:34.000Z","size":1139,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-03T21:56:48.947Z","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/DevashishPrasad.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":"2018-06-19T11:46:14.000Z","updated_at":"2021-03-04T21:28:48.000Z","dependencies_parsed_at":"2023-03-15T11:00:31.364Z","dependency_job_id":null,"html_url":"https://github.com/DevashishPrasad/Tkinter-Real-Time-Classifier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DevashishPrasad/Tkinter-Real-Time-Classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevashishPrasad%2FTkinter-Real-Time-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevashishPrasad%2FTkinter-Real-Time-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevashishPrasad%2FTkinter-Real-Time-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevashishPrasad%2FTkinter-Real-Time-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DevashishPrasad","download_url":"https://codeload.github.com/DevashishPrasad/Tkinter-Real-Time-Classifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevashishPrasad%2FTkinter-Real-Time-Classifier/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263853573,"owners_count":23520175,"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":[],"created_at":"2024-11-15T21:15:53.573Z","updated_at":"2025-07-06T05:34:13.870Z","avatar_url":"https://github.com/DevashishPrasad.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Tkinter-Real-Time-Classifier\nThis is a tkinter based GUI for tensorflow classifier to classify various products in real time\n\n### You need to have these files before executing the file-\n  1. model_file (By default at \"tf_files/retrained_graph.pb\") And\n  2. label_file (By default at \"tf_files/retrained_labels.txt\")\n\n### Other Dependencies \n  1. Python\n  2. Tensorflow (CPU or GPU)\n  3. OpenCV (cv2)\n  4. Tkinter \n  5. PIL\n  \nOnce you have fulfilled the above requirements, go ahead and execute the `gui_for_classifier.py` file\nYou will see the live video feed from your webcam in the frame on left side\nYou need to click *predict* button to make a prediction\nResults will be shown on the right hand side. You can change appearance of your reults based on your labels. I have set Green if the label is other than *not product* which means product is a good product or correct product. \nRed if object or product is a false product and orange for *not aligned*\n\n### Sample screens based on my tensorflow classifier\n\u003cimg src=\"images/pic1.png\" alt=\"Picture not supported by your browser\"/\u003e\n\u003cimg src=\"images/pic2.png\" alt=\"Picture not supported by your browser\"/\u003e\n\u003cimg src=\"images/pic3.png\" alt=\"Picture not supported by your browser\"/\u003e\n\nYoutube based video demonstartion will be comming soon\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevashishprasad%2Ftkinter-real-time-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevashishprasad%2Ftkinter-real-time-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevashishprasad%2Ftkinter-real-time-classifier/lists"}