{"id":13615163,"url":"https://github.com/pyk/hsr","last_synced_at":"2025-03-16T20:31:20.777Z","repository":{"id":71957398,"uuid":"78265068","full_name":"pyk/hsr","owner":"pyk","description":"Hand signals recognition using Convolutional Neural Network implemented in TensorFlow","archived":false,"fork":false,"pushed_at":"2020-04-20T14:03:23.000Z","size":134,"stargazers_count":109,"open_issues_count":0,"forks_count":36,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-02-27T13:21:11.348Z","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/pyk.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":"2017-01-07T07:20:58.000Z","updated_at":"2024-11-22T02:00:35.000Z","dependencies_parsed_at":"2023-06-29T05:31:22.105Z","dependency_job_id":null,"html_url":"https://github.com/pyk/hsr","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyk%2Fhsr","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyk%2Fhsr/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyk%2Fhsr/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyk%2Fhsr/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pyk","download_url":"https://codeload.github.com/pyk/hsr/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243830912,"owners_count":20354848,"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":"2024-08-01T20:01:10.115Z","updated_at":"2025-03-16T20:31:20.296Z","avatar_url":"https://github.com/pyk.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# HSR\n\nThis repository contains code that I use to build a machine learning model for hand signals \nrecognition system.\n\n![Eval example](hsr-eval.png)\n\nThe training data is not included. You can create your own training data \nusing webcam via Chrome. I use the following \n[HTML \u0026 JS script](https://gist.github.com/pyk/48b92225d1e3c5a732d1fda7c7b79ce5) \nto collect the training data.\n\n## Running\n\n    python train.py training-data/\n\nIt expect all images inside `training-data` directory are named using this \nformat: `label_id-*` where `label_id` is natural number and `0 \u003c label_id`.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpyk%2Fhsr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpyk%2Fhsr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpyk%2Fhsr/lists"}