{"id":19404282,"url":"https://github.com/dussanfreire/neural-network__number-recognition-and-basic-arithmetic-operations","last_synced_at":"2026-06-20T05:01:41.834Z","repository":{"id":116509655,"uuid":"435745642","full_name":"DussanFreire/Neural-Network__Number-Recognition-and-Basic-Arithmetic-Operations","owner":"DussanFreire","description":null,"archived":false,"fork":false,"pushed_at":"2024-10-10T12:50:49.000Z","size":42553,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-07T12:47:32.535Z","etag":null,"topics":["computer-vision","neural-network"],"latest_commit_sha":null,"homepage":"","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/DussanFreire.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":"2021-12-07T04:45:41.000Z","updated_at":"2024-10-11T02:46:01.000Z","dependencies_parsed_at":null,"dependency_job_id":"5021adf6-2089-49d9-a957-40459ef30d6a","html_url":"https://github.com/DussanFreire/Neural-Network__Number-Recognition-and-Basic-Arithmetic-Operations","commit_stats":null,"previous_names":["dussanfreire/neural-network__number-recognition-and-basic-arithmetic-operations"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DussanFreire%2FNeural-Network__Number-Recognition-and-Basic-Arithmetic-Operations","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DussanFreire%2FNeural-Network__Number-Recognition-and-Basic-Arithmetic-Operations/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DussanFreire%2FNeural-Network__Number-Recognition-and-Basic-Arithmetic-Operations/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DussanFreire%2FNeural-Network__Number-Recognition-and-Basic-Arithmetic-Operations/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DussanFreire","download_url":"https://codeload.github.com/DussanFreire/Neural-Network__Number-Recognition-and-Basic-Arithmetic-Operations/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240581428,"owners_count":19824139,"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":["computer-vision","neural-network"],"created_at":"2024-11-10T11:33:52.306Z","updated_at":"2025-11-18T05:03:12.761Z","avatar_url":"https://github.com/DussanFreire.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003eNeural Network for Number Recognition and Basic Arithmetic Operations\u003c/h1\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"#dart-about\"\u003eAbout\u003c/a\u003e \u0026#xa0; | \u0026#xa0; \n  \u003ca href=\"#sparkles-features\"\u003eFeatures\u003c/a\u003e \u0026#xa0; | \u0026#xa0;\n  \u003ca href=\"#rocket-technologies\"\u003eTechnologies\u003c/a\u003e \n\u003c/p\u003e\n\n\u003cbr\u003e\n\n\n## :dart: About\n\nThis project implements a neural network that uses a PC camera to recognize handwritten numbers and basic mathematical symbols, allowing users to perform operations between them. The results of the operations are then displayed graphically.\n\n## :sparkles: Features\n\n:heavy_check_mark: Number Recognition: Detects and interprets handwritten numbers using neural network algorithms.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"./images/numbers_recognizion.png\" width=\"750\" title=\"hover text\"\u003e\n\u003c/p\u003e\n\n:heavy_check_mark: Symbol Recognition: Recognizes basic arithmetic operators such as + and -.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"./images/symbols_recogize.png\" width=\"750\" title=\"hover text\"\u003e\n\u003c/p\u003e\n\n:heavy_check_mark: Perform Arithmetic Operations: Executes basic arithmetic operations on recognized numbers and displays the results.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"./images/operation.png\" width=\"750\" title=\"hover text\"\u003e\n\u003c/p\u003e\n\n## :rocket: Technologies\n\nThis project is built using the following technologies:\n\n- [Python](https://www.python.org/): Main programming language for building and training the neural network.\n- [cv2](https://pypi.org/project/opencv-python/): Used for image processing and capturing video input from the camera.\n- [Anaconda](https://www.anaconda.com/products/individual): Simplifies package management and deployment, making it easy to manage dependencies.\n\n\u003c!-- ## :white_check_mark: Requirements\n\nBefore starting :checkered_flag:, you need to have [Git](https://git-scm.com) and [Node](https://nodejs.org/en/) installed.\n\n## :checkered_flag: Starting\n\n```bash\n# Clone this project\n$ git clone https://github.com/DussanFreire/NN-used-to-recognize-numbers-and-basic-operations\n\n\n# Access\n$ cd NN-used-to-recognize-numbers-and-basic-operations\n\n\n# Install dependencies\n$ yarn\n\n# Run the project\n$ yarn start\n\n# The server will initialize in the \u003chttp://localhost:3000\u003e\n```\n\n## :memo: License\n\nThis project is under license from MIT. For more details, see the [LICENSE](LICENSE.md) file.\n\nMade with :heart: by \u003ca href=\"https://github.com/DussanFreire\" target=\"_blank\"\u003e{{YOUR_NAME}}\u003c/a\u003e\n\n\u0026#xa0; --\u003e\n\n\u003ca href=\"#top\"\u003eBack to top\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdussanfreire%2Fneural-network__number-recognition-and-basic-arithmetic-operations","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdussanfreire%2Fneural-network__number-recognition-and-basic-arithmetic-operations","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdussanfreire%2Fneural-network__number-recognition-and-basic-arithmetic-operations/lists"}