{"id":20678908,"url":"https://github.com/soumilgit/gesture-sign-language-detection-using-python","last_synced_at":"2025-08-24T16:38:48.736Z","repository":{"id":262812711,"uuid":"884334383","full_name":"Soumilgit/Gesture-Sign-Language-Detection-using-Python","owner":"Soumilgit","description":"Recorded using my own built Chrome extension:)","archived":false,"fork":false,"pushed_at":"2024-12-06T10:31:03.000Z","size":1442,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-06T11:28:16.695Z","etag":null,"topics":["aiproject","computervision","machine-learning-algorithms","models","opencv"],"latest_commit_sha":null,"homepage":"https://youtu.be/0sNlymm1Uqc","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/Soumilgit.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":"2024-11-06T15:07:48.000Z","updated_at":"2024-12-06T10:31:06.000Z","dependencies_parsed_at":"2024-11-19T21:45:55.204Z","dependency_job_id":null,"html_url":"https://github.com/Soumilgit/Gesture-Sign-Language-Detection-using-Python","commit_stats":null,"previous_names":["soumilgit/gesture-sign-language-detection-using-python"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Soumilgit%2FGesture-Sign-Language-Detection-using-Python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Soumilgit%2FGesture-Sign-Language-Detection-using-Python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Soumilgit%2FGesture-Sign-Language-Detection-using-Python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Soumilgit%2FGesture-Sign-Language-Detection-using-Python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Soumilgit","download_url":"https://codeload.github.com/Soumilgit/Gesture-Sign-Language-Detection-using-Python/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":234382672,"owners_count":18823332,"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":["aiproject","computervision","machine-learning-algorithms","models","opencv"],"created_at":"2024-11-16T21:23:02.052Z","updated_at":"2025-08-24T16:38:48.716Z","avatar_url":"https://github.com/Soumilgit.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Gesture Sign Language Detection using Python\nFuture Scope : To integrate this in a website for the purpose of usability by the deaf/people in need!\n# Architecture Diagram :\n![image](https://github.com/user-attachments/assets/fbfb0fc2-6134-48d7-a950-ba5810816c1d)\n# Folder Structure\nHere is the folder structure of the repository :\n```\n.github\n│  └─ FUNDING.yml\nLICENSE\nREADME.md\naccuracy_score_checker.py\n├─ app.py\n├─ model\n__init__.py\nkeypoint_classifier\n│  │  ├─ keypoint.csv\n│  │  ├─ keypoint_classifier.hdf5\n│  │  ├─ keypoint_classifier.keras\n│  │  ├─ keypoint_classifier.py\n│  │  ├─ keypoint_classifier.tflite\n│  │  └─ keypoint_classifier_label.csv\npoint_history_classifier\n│     ├─ point_history.csv\n│     ├─ point_history_classifier.hdf5\n│     ├─ point_history_classifier.py\n│     ├─ point_history_classifier.tflite\n│     └─ point_history_classifier_label.csv\n├─ realTime_keypoint_classification.ipynb\n├─ realTime_point_history_classification.ipynb\n└─ utils\n__init__.py\n   └─ cvfpscalc.py\n```\n\n## Quick Start\n\n### Cloning the Repository\n```\ngit clone https://github.com/Soumilgit/Gesture-Sign-Language-Detection-using-Python.git\ncd hand-gesture-recognition-main\n```\n\n### Installation\n\nNavigate to the project directory:\n```\ncd hand-gesture-recognition-main\n```\n\nInstall the project dependencies using pip:\n```\npip install [necessary modules/packages]\n```\n\n## Running the Project\n## Showcase - please DO CHECK this, if facing issues with running on VSCode:\nStart the local server:\n```\npython app.py\n\n```\n## End of MOST IMPORTANT step ABOVE\nAccuracy SCORING + LOGGING KEYPOINTS and GESTURE HISTORIES for training CLASSIFIERS:\n\u003cp\u003e\n\u003cbr\u003eStart the local server:\u003c/br\u003e\n\n```\npython accuracy_score_checker.py\n\n```\n\u003c/p\u003e\n\n## Deployment Options\n\n### Streamlit\n\n```\ncd hand-gesture-recognition-main\n```\n```\n%ls\n```\n```\n!pip install streamlit -q\n```\n```\n!wget -q -O - ipv4.icanhazip.com\n```\n```\n!streamlit run app.py \u0026 npx localtunnel --port [port_number]\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoumilgit%2Fgesture-sign-language-detection-using-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsoumilgit%2Fgesture-sign-language-detection-using-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoumilgit%2Fgesture-sign-language-detection-using-python/lists"}