{"id":21015970,"url":"https://github.com/garethgeorge/cs1l-pythonocr","last_synced_at":"2025-10-06T10:52:12.452Z","repository":{"id":87067370,"uuid":"47187168","full_name":"garethgeorge/CS1L-PythonOCR","owner":"garethgeorge","description":"A project created in 2015Q1 for CS1L. It takes an image file as an input and returns the text that it recognizes in the image.","archived":false,"fork":false,"pushed_at":"2015-12-02T22:37:47.000Z","size":456,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-08-23T06:05:35.034Z","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/garethgeorge.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}},"created_at":"2015-12-01T12:13:14.000Z","updated_at":"2020-09-02T00:29:41.000Z","dependencies_parsed_at":"2023-03-27T16:18:10.587Z","dependency_job_id":null,"html_url":"https://github.com/garethgeorge/CS1L-PythonOCR","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/garethgeorge/CS1L-PythonOCR","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/garethgeorge%2FCS1L-PythonOCR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/garethgeorge%2FCS1L-PythonOCR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/garethgeorge%2FCS1L-PythonOCR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/garethgeorge%2FCS1L-PythonOCR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/garethgeorge","download_url":"https://codeload.github.com/garethgeorge/CS1L-PythonOCR/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/garethgeorge%2FCS1L-PythonOCR/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271745692,"owners_count":24813516,"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":"2025-08-23T02:00:09.327Z","response_time":69,"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":"2024-11-19T10:11:52.153Z","updated_at":"2025-10-06T10:52:07.428Z","avatar_url":"https://github.com/garethgeorge.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# PYTHON OCR\nby Gareth George\n\nPython OCR is a basic optical character recognition library written in python. It takes an image file as it's input and returns what it believes the contents of the image file to be.\n\nIt uses a neural network (using pybrain's implementation) to perform the actual digit classification. This neural network is trained on samples of a number of fonts so it can recognise various typefaces. By default Ariel and Helvetica are coded in though more can be added in lib fontydatasets.py.\n\n### THE STEPS\n - simple thresholding and image binarization\n - letter seperation via a flood fill type algorithm\n - image resizing to 28x28 pixels.\n - classification with pybrain neural network\n\n# INSTALLATION\n\nDEPENDENCIES\n - pybrain\n - python\n - PIL\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgarethgeorge%2Fcs1l-pythonocr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgarethgeorge%2Fcs1l-pythonocr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgarethgeorge%2Fcs1l-pythonocr/lists"}