{"id":19380562,"url":"https://github.com/techytushar/sign-language-recognizer","last_synced_at":"2025-10-07T03:29:32.042Z","repository":{"id":111152604,"uuid":"168918161","full_name":"techytushar/Sign-Language-Recognizer","owner":"techytushar","description":"Using CNN to recognize hang signs language","archived":false,"fork":false,"pushed_at":"2019-02-03T17:17:54.000Z","size":14355,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-24T16:52:22.396Z","etag":null,"topics":[],"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/techytushar.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":"2019-02-03T06:49:57.000Z","updated_at":"2020-06-25T14:04:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"4cae14fe-c5d8-442a-90bd-bf23e81f71b3","html_url":"https://github.com/techytushar/Sign-Language-Recognizer","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/techytushar/Sign-Language-Recognizer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techytushar%2FSign-Language-Recognizer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techytushar%2FSign-Language-Recognizer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techytushar%2FSign-Language-Recognizer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techytushar%2FSign-Language-Recognizer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/techytushar","download_url":"https://codeload.github.com/techytushar/Sign-Language-Recognizer/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/techytushar%2FSign-Language-Recognizer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278715506,"owners_count":26033295,"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":"2025-10-07T02:00:06.786Z","response_time":59,"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":"2024-11-10T09:14:17.467Z","updated_at":"2025-10-07T03:29:32.037Z","avatar_url":"https://github.com/techytushar.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sign Language Recognizer\n\nA simple deep learning project which uses CNNs to recognize the digits from the hand gesture.\n\n**Demo Video:** https://youtu.be/exHGP5kIlDA\n\n## Project Details\n\n* **API :** Keras\n* **Backend:** Tensorflow\n* **Dataset:** https://github.com/ardamavi/Sign-Language-Digits-Dataset + Some custom images\n* **Model Architecture:** Conv-\u003eMaxPool-\u003eConv-\u003eMaxPool-\u003eFlatten-\u003eDense(512)-\u003eDense(128)-\u003eOutput(10)\n* **Python Version:** \u003e=3.6\n\n## How to use\n\n* Install the dependencies using:\n```bash\npip3 install -r requirements.txt\n```\n* (Optional) Prepare you custom dataset. Run the script and press the number key for which you want to save the image.\n```bash\npython3 capture_digits.py\n```\n* Train the model using:\n```bash\npython3 train_model.py\n```\n* Run the digits recognizer using:\n```bash\npython3 recognize.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftechytushar%2Fsign-language-recognizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftechytushar%2Fsign-language-recognizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftechytushar%2Fsign-language-recognizer/lists"}