{"id":18377884,"url":"https://github.com/lesterevse/numvision","last_synced_at":"2026-04-27T20:32:03.094Z","repository":{"id":189956709,"uuid":"675723132","full_name":"LesterEvSe/NumVision","owner":"LesterEvSe","description":"Artificial Intelligence for recognizing numbers","archived":false,"fork":false,"pushed_at":"2023-08-23T07:39:35.000Z","size":545,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-11T07:17:05.518Z","etag":null,"topics":["artificial-intelligence","numpy"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/LesterEvSe.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":"2023-08-07T15:16:09.000Z","updated_at":"2023-08-22T12:21:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"02c11f16-e01e-455f-83aa-d22260654a90","html_url":"https://github.com/LesterEvSe/NumVision","commit_stats":null,"previous_names":["lesterevse/numvision"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/LesterEvSe/NumVision","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LesterEvSe%2FNumVision","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LesterEvSe%2FNumVision/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LesterEvSe%2FNumVision/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LesterEvSe%2FNumVision/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LesterEvSe","download_url":"https://codeload.github.com/LesterEvSe/NumVision/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LesterEvSe%2FNumVision/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32354566,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-27T20:07:02.737Z","status":"ssl_error","status_checked_at":"2026-04-27T20:07:00.910Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["artificial-intelligence","numpy"],"created_at":"2024-11-06T00:29:34.100Z","updated_at":"2026-04-27T20:32:03.076Z","avatar_url":"https://github.com/LesterEvSe.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NumVision\nArtificial Intelligence for recognizing numbers\n\nPet Project. Creating an AI from scratch using numpy as an assistant.  \nmnist collections train and test were used as training data.  \nAfter **20 generations**, recognizes digits from **train** folder with **98.24%** probability,  \nfrom **test** folder (without training of course) **96.18%**.\n\nTo use it, all you have to do is upload all the pictures you want into your folder,  \nand then type it into the input string in the program, then AI to give you the answer.  \nThe *MyNums* folder is provided as an example\n\nThe link from where you can download the training data is https://github.com/pjreddie/mnist-csv-png.  \nThe videos on which neural network was created https://youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi\u0026si=kEMfzs4GJSK72DZA\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flesterevse%2Fnumvision","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flesterevse%2Fnumvision","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flesterevse%2Fnumvision/lists"}