{"id":15097413,"url":"https://github.com/yukaii/cpami-captcha-recognizer","last_synced_at":"2026-01-07T05:04:27.109Z","repository":{"id":162007036,"uuid":"636353679","full_name":"Yukaii/cpami-captcha-recognizer","owner":"Yukaii","description":"建築工程履歷查詢系統之 captcha 辨識","archived":false,"fork":false,"pushed_at":"2023-05-06T03:57:01.000Z","size":23,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-27T16:19:42.226Z","etag":null,"topics":["captcha-solver","deno","greasemonkey","tempermonkey","typescript"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","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/Yukaii.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":"2023-05-04T16:58:59.000Z","updated_at":"2023-05-06T03:56:11.000Z","dependencies_parsed_at":null,"dependency_job_id":"2387054d-b0e7-4e8f-beaa-fd4363bc3790","html_url":"https://github.com/Yukaii/cpami-captcha-recognizer","commit_stats":{"total_commits":13,"total_committers":1,"mean_commits":13.0,"dds":0.0,"last_synced_commit":"589faa4dd18141a7b7b060d8c7244ba091c2d9a7"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yukaii%2Fcpami-captcha-recognizer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yukaii%2Fcpami-captcha-recognizer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yukaii%2Fcpami-captcha-recognizer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yukaii%2Fcpami-captcha-recognizer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Yukaii","download_url":"https://codeload.github.com/Yukaii/cpami-captcha-recognizer/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245878929,"owners_count":20687297,"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":["captcha-solver","deno","greasemonkey","tempermonkey","typescript"],"created_at":"2024-09-25T16:21:35.391Z","updated_at":"2026-01-07T05:04:22.064Z","avatar_url":"https://github.com/Yukaii.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 建築工程履歷查詢系統的自動 captcha 辨識\n\nhttps://user-images.githubusercontent.com/4230968/236598496-17b21d33-6115-45eb-a3f2-cdda4cc28ba6.mp4\n\n## Introduction\n\n最近在刷租屋，發現某個物件在建案旁邊，想要根據模糊的 Google Map 街景圖裡面的建照號碼，找出實際的建案，卻發現營建署的網站有夠難用 XD\n\n- [營建署建築工程履歷查詢系統](https://cpabm.cpami.gov.tw/apply/index.aspx)\n\n既然有圖像驗證碼，那就來試試看辨識吧！\n\n## Usage\n\n先跑 `download_captchas.sh` 下載圖像驗證碼：\n\n```bash\n./download_captchas.sh\n```\n\n再來對圖片做基本處理，移除雜訊、邊緣切割等：\n\n```bash\ndeno run 1_processImage.ts\n```\n\n接著人工從 `./processed` 裡面挑出 0~9 的數字圖片，並放到 `./original_templates` 裡面，最後執行：\n\n```bash\ndeno run 2_processTemplate.ts\n```\n\n最後就是測試辨識的環節！執行：\n\n```bash\ndeno run 3_recognizeCaptcha.ts\n```\n\n---\n\n本專案也實作了 Tempermonkey 能用的 UserScript，能在瀏覽器裡面直接辨識圖像驗證碼，請見 [./captcha.userscript.js](./captcha.userscript.js)。\n\n## Technial details\n\n- 首次使用 Deno 做不正經事，順便練習一下 TypeScript\n- GPT4 醬使此專案的規模降為睡前專案等級，完整 Prompt 請見 \u003chttps://sharegpt.com/c/3tvhdlp\u003e\n\n## Related works\n\n- [臺北市建造執照公開資料](https://data.taipei/dataset/detail?id=d8834353-ff8e-4a6c-9730-a4d3541f2669)：所以其實不用爬蟲了嘛\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyukaii%2Fcpami-captcha-recognizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyukaii%2Fcpami-captcha-recognizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyukaii%2Fcpami-captcha-recognizer/lists"}