{"id":18262420,"url":"https://github.com/vanditg/image_analytics_task_ai_australia","last_synced_at":"2025-04-09T00:55:17.571Z","repository":{"id":99192550,"uuid":"287051075","full_name":"Vanditg/Image_Analytics_Task_AI_Australia","owner":"Vanditg","description":"This repository contains solutions or files of my attempt for the AI Austraial task of Image Analytics. The submission language is Python. ","archived":false,"fork":false,"pushed_at":"2020-08-12T22:09:01.000Z","size":10073,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-14T19:29:38.298Z","etag":null,"topics":["blurred-background","bounding-boxes","computer-vision","deep-learning","deep-neural-networks","face-detection","face-quality","facial-expression-recognition","haarcascade-frontalface"],"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/Vanditg.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":"2020-08-12T15:33:53.000Z","updated_at":"2022-05-15T12:55:41.000Z","dependencies_parsed_at":"2023-04-14T15:34:37.167Z","dependency_job_id":null,"html_url":"https://github.com/Vanditg/Image_Analytics_Task_AI_Australia","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vanditg%2FImage_Analytics_Task_AI_Australia","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vanditg%2FImage_Analytics_Task_AI_Australia/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vanditg%2FImage_Analytics_Task_AI_Australia/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vanditg%2FImage_Analytics_Task_AI_Australia/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Vanditg","download_url":"https://codeload.github.com/Vanditg/Image_Analytics_Task_AI_Australia/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247953105,"owners_count":21023947,"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":["blurred-background","bounding-boxes","computer-vision","deep-learning","deep-neural-networks","face-detection","face-quality","facial-expression-recognition","haarcascade-frontalface"],"created_at":"2024-11-05T11:07:39.711Z","updated_at":"2025-04-09T00:55:17.551Z","avatar_url":"https://github.com/Vanditg.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Image_Analytics_Task_AI_Australia\nThis repository contains solutions or files of my attempt for the [AI Australia](https://aiaustralia.org/) task of Image Analytics. The submission language is [Python](https://www.python.org/).  \n\n## Easy Navigation for Problem Statement  \n[Problem Statement](https://github.com/Vanditg/Image_Analytics_Task_AI_Australia/blob/master/Problem_Statement/Digital%20Business%20Analyst%20Team%20Candidates%20%E2%80%93%20AI%20Careers.pdf)  \n\n## Instructions  \nTo run the code, navigate to Submission_Code folder and type below command in the console:  \n```bash\npython image_analytics.py --image_path\n```  \nThis will generate images in the samples folder.   \n```bash  \ni.e.: python image_analytics.py ../images/Vanditg.jpg or python image_analytics.py ../images/test.jpg   \n```\n\n## Completed Tasks  \n```bash\nBounding-Box Generation  \nFacial Expression Classification  \nFace Quality Check  \nBlurred the Background except Face  \n```  \n\n## Dependencies  \n-- opencv-python==3.4.2.16  \n-- numpy==1.16.4  \n-- tensorflow-gpu==1.14.0  \n-- Keras==2.2.4  \n-- matplotlib==3.1.1  \n-- Pillow==6.1.0  \n\n## Tested on:  \n-- Windows 10\n-- Linux 16.04  \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvanditg%2Fimage_analytics_task_ai_australia","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvanditg%2Fimage_analytics_task_ai_australia","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvanditg%2Fimage_analytics_task_ai_australia/lists"}