{"id":20885074,"url":"https://github.com/chiragsaini/rock-paper-scissors","last_synced_at":"2026-04-26T01:32:36.556Z","repository":{"id":106625557,"uuid":"231047211","full_name":"ChiragSaini/Rock-Paper-Scissors","owner":"ChiragSaini","description":"This is teachable rock paper scissors web app, which is using tensorflowjs and mobilenet to classifiy various actions of hand into rock , paper and scissors.","archived":false,"fork":false,"pushed_at":"2020-04-26T11:27:15.000Z","size":462,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-31T17:46:57.883Z","etag":null,"topics":["coursera-specialization","deep-learning","javascript","mobilenet","tensorflow","tensorflowjs"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/ChiragSaini.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":"2019-12-31T07:28:29.000Z","updated_at":"2020-04-26T11:27:17.000Z","dependencies_parsed_at":null,"dependency_job_id":"16a7ea96-4d02-413e-b61a-38006559b272","html_url":"https://github.com/ChiragSaini/Rock-Paper-Scissors","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ChiragSaini/Rock-Paper-Scissors","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChiragSaini%2FRock-Paper-Scissors","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChiragSaini%2FRock-Paper-Scissors/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChiragSaini%2FRock-Paper-Scissors/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChiragSaini%2FRock-Paper-Scissors/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ChiragSaini","download_url":"https://codeload.github.com/ChiragSaini/Rock-Paper-Scissors/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChiragSaini%2FRock-Paper-Scissors/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32283294,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-25T18:29:39.964Z","status":"ssl_error","status_checked_at":"2026-04-25T18:29:32.149Z","response_time":59,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["coursera-specialization","deep-learning","javascript","mobilenet","tensorflow","tensorflowjs"],"created_at":"2024-11-18T08:12:24.664Z","updated_at":"2026-04-26T01:32:36.537Z","avatar_url":"https://github.com/ChiragSaini.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Rock-Paper-Scissors\nThis is teachable rock paper scissors web app, which i using tensorflowjs and mobilenet to classifiy various action of hand into rock , paper and scissors.\n\nThis project is a part of the Deep Learning Specilization course from Coursera.\n#### How to use APP:\n```bash\n  1. Collect Samples of various rock paper scissors images\n  2. Train network and wait for the alert\n  3. Click on start predicting to start the prediction using webcam\n```\n\n##### Watch Live Demo \u003ca href=\"https://chiragsaini.github.io/Rock-Paper-Scissors/\"\u003e here \u003c/a\u003e \n\n## Files:\n\n#### Page.html\nFirst is page.html which basically has all the front end related stuff regrading this app.\n\n#### Index.js\nIndex.js is the main js file which handles the downloading , loading and transfer learning from mobilenet into our application.\nWe can train this mobilenet and train it according to our need.\n\n#### Webcam.js\nThis webcam.js is a js file made by Google to handle all the webcam related stuff\n\n#### RPS-Dataset.js\nThis file is helping to create the dataset of the intermediate images from our mobilenet and labels for our neural network.\n\n## Screenshots:\n##### Predicting Paper\n![alt-text](paper.PNG)\n\n##### predicting Scissors\n![alt-text](scissors.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchiragsaini%2Frock-paper-scissors","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchiragsaini%2Frock-paper-scissors","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchiragsaini%2Frock-paper-scissors/lists"}