{"id":28484292,"url":"https://github.com/radenkovic/cleverimage","last_synced_at":"2026-04-26T08:39:11.503Z","repository":{"id":131873463,"uuid":"232596744","full_name":"radenkovic/cleverimage","owner":"radenkovic","description":"MTCNN Face detection REST API [WIP] ","archived":false,"fork":false,"pushed_at":"2020-01-29T18:52:12.000Z","size":450,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-29T18:50:23.066Z","etag":null,"topics":["face-detection","mtcnn","rest-api","tensorflow"],"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/radenkovic.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,"zenodo":null}},"created_at":"2020-01-08T15:39:22.000Z","updated_at":"2020-01-29T18:52:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"b9588cd9-df77-448c-b973-5f8611855527","html_url":"https://github.com/radenkovic/cleverimage","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/radenkovic/cleverimage","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radenkovic%2Fcleverimage","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radenkovic%2Fcleverimage/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radenkovic%2Fcleverimage/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radenkovic%2Fcleverimage/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/radenkovic","download_url":"https://codeload.github.com/radenkovic/cleverimage/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/radenkovic%2Fcleverimage/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32291336,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T08:29:33.829Z","status":"ssl_error","status_checked_at":"2026-04-26T08:29:18.366Z","response_time":129,"last_error":"SSL_read: 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":["face-detection","mtcnn","rest-api","tensorflow"],"created_at":"2025-06-07T22:06:41.932Z","updated_at":"2026-04-26T08:39:11.498Z","avatar_url":"https://github.com/radenkovic.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# cleverimage\n\n**THIS PROJECT IS STILL WIP!!!**\n\nSimple REST server for extracting features from images and suggesting tags.\n\n## Install\n\n- create `venv`\n- `pip install requirements.txt`\n- `$ source venv/Scripts/activate`\n- `py server.js` (runs bottle server)\n\n\n## Environment variables\n\nEnvironment configuration:\n\n| Variable | Description | Required  | Default value |\n| ----| --- | ---| --- |\n| `ENV` | If set to `production` server will run on `gunicorn` | no | N/A |\n| `PORT` | Set up the server port | no | 3000 |\n| `FACE_DETECT_CONFIDENCE` | Set up the confidence threshold for `face_detect`  | no | 0.8 |\n\n# API \n\nSample reqests are included in `insomnia-data.json` (for [Insomnia client](https://insomnia.rest/)).\n\n### `POST` `/face-detect`\n\nDetects faces in uploaded image.\n\n```javascript\n{\n  \"endpoint\": \"/face-detect\",\n  \"success\": true,\n  \"data\": [\n    {\n      \"box\": [ 3033, 1167, 431, 575 ],\n      \"confidence\": 0.9996196031570435,\n      \"keypoints\": {\n        \"left_eye\": [ 3089, 1369 ],\n        \"right_eye\": [ 3283, 1361 ],\n        \"nose\": [ 3135, 1514 ],\n        \"mouth_left\": [ 3124, 1612 ],\n        \"mouth_right\": [ 3275, 1610 ]\n      },\n      \"coordinates\": {\n        \"x\": [ 3033, 3464 ],\n        \"y\": [ 1167, 1742 ]\n      }\n    }\n  ]\n}\n```\n\n\n## TODO\n\n- Cleanup the requirements (remove yolo model)\n- ~~Bottle image upload (multipart)~~\n- Resize uploaded image (test for performance)\n- Allow sending image URL","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradenkovic%2Fcleverimage","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fradenkovic%2Fcleverimage","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fradenkovic%2Fcleverimage/lists"}