{"id":18564238,"url":"https://github.com/andrewtyw/auto-image-classifier","last_synced_at":"2026-04-13T22:33:56.021Z","repository":{"id":163563889,"uuid":"446714975","full_name":"andrewtyw/Auto-image-classifier","owner":"andrewtyw","description":"A one-stop solution for image classification: after defining the subjects that need to be classified in a JSON file, the system will automatically scrap images for each class from Bing and use them to train a model for image classification.","archived":false,"fork":false,"pushed_at":"2022-11-22T03:10:40.000Z","size":8146,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-15T18:47:20.184Z","etag":null,"topics":["deep-learning-application","flask","python","vue","web-scraper"],"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/andrewtyw.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":"2022-01-11T07:11:40.000Z","updated_at":"2024-06-04T15:39:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"c2fa0db0-aacc-4f2e-a1b8-ce0529adf222","html_url":"https://github.com/andrewtyw/Auto-image-classifier","commit_stats":null,"previous_names":["andrewtyw/auto-image-classifier","andrew-wong-ty/auto-image-classifier"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/andrewtyw/Auto-image-classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrewtyw%2FAuto-image-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrewtyw%2FAuto-image-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrewtyw%2FAuto-image-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrewtyw%2FAuto-image-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/andrewtyw","download_url":"https://codeload.github.com/andrewtyw/Auto-image-classifier/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/andrewtyw%2FAuto-image-classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31774028,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-13T20:17:16.280Z","status":"ssl_error","status_checked_at":"2026-04-13T20:17:08.216Z","response_time":93,"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":["deep-learning-application","flask","python","vue","web-scraper"],"created_at":"2024-11-06T22:14:40.059Z","updated_at":"2026-04-13T22:33:56.004Z","avatar_url":"https://github.com/andrewtyw.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Auto-image-classifier\n### Prototype demo👇\n[prototype deployment is here](http://120.24.230.237:81/)\n### what is Auto-image-classifier?\nActually, the concept is quite simple. First you need to define the categories that you want to make a classification in `srape_train/fish.json`. Then the Web Scraper will get photos of these categories from Bing. Then train a model for classification.\n### Setup\n- Scrape \u0026 trian model\n```shell\n# first define the classification subjects in `/scrape_train/fish.json`\n# then scrape web images of the subjects\ncd scrape_train/\npython fetch.py --limit 10  # the number of images for each class\n# train model\npython train_main.py \n```\n- Deployment\n```shell\ncd flask_fish_reco/\npython myapp.py\n```\n\n### File structure\n`scrape_train/`: scraping photos and training.\n\n\n`flask_fish_reco/`: is the web deployment with Flask.\n\n\n`neural_vue/`: user interfaces using Vue.\n\n### Prototype looks like 👉\n\u003cdiv align=center\u003e\n\u003cimg src=\"https://user-images.githubusercontent.com/78400045/203211338-5f531046-8d1d-4f3b-ba17-82e39379648c.png\" width = \"800\" align=center /\u003e\n\u003c/div\u003e\n\u003c!-- ![image](https://user-images.githubusercontent.com/78400045/203211338-5f531046-8d1d-4f3b-ba17-82e39379648c.png)\n\n![image](https://user-images.githubusercontent.com/78400045/151667687-79bbe512-6979-4fdf-94f4-a1ea2c635aa3.png) --\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrewtyw%2Fauto-image-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandrewtyw%2Fauto-image-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandrewtyw%2Fauto-image-classifier/lists"}