{"id":23968914,"url":"https://github.com/heshanera/charrecognizer","last_synced_at":"2025-07-03T15:06:23.695Z","repository":{"id":76895659,"uuid":"90296739","full_name":"heshanera/CharRecognizer","owner":"heshanera","description":"Character Recognition using an artificial neural network. Network is trained for 26 characters. Implemented in C++ and Magick++ API is used for pixel manipulation ","archived":false,"fork":false,"pushed_at":"2017-07-27T14:35:28.000Z","size":114479,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-24T14:47:51.668Z","etag":null,"topics":["artificial-neural-networks","character-recognition","cpp","magick-api"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/heshanera.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"license","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":"2017-05-04T18:33:01.000Z","updated_at":"2022-06-01T08:18:25.000Z","dependencies_parsed_at":null,"dependency_job_id":"66ba7892-2d85-43e3-83a0-f50222c916f7","html_url":"https://github.com/heshanera/CharRecognizer","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/heshanera/CharRecognizer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/heshanera%2FCharRecognizer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/heshanera%2FCharRecognizer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/heshanera%2FCharRecognizer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/heshanera%2FCharRecognizer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/heshanera","download_url":"https://codeload.github.com/heshanera/CharRecognizer/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/heshanera%2FCharRecognizer/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263348223,"owners_count":23452871,"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":["artificial-neural-networks","character-recognition","cpp","magick-api"],"created_at":"2025-01-07T00:56:08.315Z","updated_at":"2025-07-03T15:06:23.684Z","avatar_url":"https://github.com/heshanera.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CharRecognizer\nCharacter Recognition using an artificial neural network. Network is trained for 26 characters. Implemented in C++ and Magick++ API is used for pixel manipulation.\n\n### Neural Network\nNetwork is build with 4 layers, Input layer, Output layer and 2 hidden layers with 80 and 40 nodes. Used Sigmoid and Tangent-Sigmoid functions for the node Activation.\n\n### Training \nNetwork is trained for 26 English uppercase characters from A-Z using 6 training cases for each distinct character.\n\n### Character Recognition\n| **Input**  | ![architecture](https://github.com/heshanera/CharRecognizer/blob/master/imgs/testing/C2.png) | ![architecture](https://github.com/heshanera/CharRecognizer/blob/master/imgs/testing/W.png)  | ![architecture](https://github.com/heshanera/CharRecognizer/blob/master/imgs/testing/s.png)  | ![architecture](https://github.com/heshanera/CharRecognizer/blob/master/imgs/testing/A.png)  | ![architecture](https://github.com/heshanera/CharRecognizer/blob/master/imgs/testing/D.png)  |\n| ---------- |-----| -----| -----| -----| -----|\n| **Output** | `Recognized: C` | `Recognized: W` | `Recognized: S` | `Recognized: A` | `Recognized: D` |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fheshanera%2Fcharrecognizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fheshanera%2Fcharrecognizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fheshanera%2Fcharrecognizer/lists"}