{"id":25117988,"url":"https://github.com/retkowsky/spot_the_difference","last_synced_at":"2025-09-04T16:51:32.990Z","repository":{"id":48212337,"uuid":"516773978","full_name":"retkowsky/spot_the_difference","owner":"retkowsky","description":"Spot the difference between two images using image analysis python code","archived":false,"fork":false,"pushed_at":"2022-07-22T15:00:36.000Z","size":20472,"stargazers_count":5,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-04T00:58:37.578Z","etag":null,"topics":["azure-mlstudio","image-comparison","image-processing"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/retkowsky.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}},"created_at":"2022-07-22T14:08:36.000Z","updated_at":"2025-04-27T23:55:09.000Z","dependencies_parsed_at":"2022-09-15T12:10:46.310Z","dependency_job_id":null,"html_url":"https://github.com/retkowsky/spot_the_difference","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/retkowsky/spot_the_difference","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/retkowsky%2Fspot_the_difference","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/retkowsky%2Fspot_the_difference/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/retkowsky%2Fspot_the_difference/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/retkowsky%2Fspot_the_difference/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/retkowsky","download_url":"https://codeload.github.com/retkowsky/spot_the_difference/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/retkowsky%2Fspot_the_difference/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273641621,"owners_count":25142247,"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","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["azure-mlstudio","image-comparison","image-processing"],"created_at":"2025-02-08T03:38:46.735Z","updated_at":"2025-09-04T16:51:32.965Z","avatar_url":"https://github.com/retkowsky.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Spot the difference between two images using image analysis python code\n\nJust some simple python code to compare two images pixels by pixels in order to spot the differences.\nThere are many ways to achieve this. In this Python notebook we will spot the difference from two images by comparing each pixel of the images we want to compare.\n\nIn a next publication we will use AI Computer vision techniques to detect similarities.\n\n## Python notebook\n\nhttps://github.com/retkowsky/spot_the_difference/blob/main/spot_the_difference.ipynb\n\n## Examples\n\n### Example 1\n\u003cimg src='outputs/document1_bothimages.jpg'\u003e\n\u003cimg src='outputs/document1_all.jpg'\u003e\n\n### Example 2\n\u003cimg src='outputs/food1_bothimages.jpg'\u003e\n\u003cimg src='outputs/food1_all.jpg'\u003e\n\n### Example 3\n\u003cimg src='outputs/ID1_bothimages.jpg'\u003e\n\u003cimg src='outputs/ID1_all.jpg'\u003e\n\n### Example 4\n\u003cimg src='outputs/store1_bothimages.jpg'\u003e\n\u003cimg src='outputs/store1_all.jpg'\u003e\n\n\n22-07-2022\nSerge Retkowsky | serge.retkowsky@microsoft.com | https://www.linkedin.com/in/serger/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fretkowsky%2Fspot_the_difference","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fretkowsky%2Fspot_the_difference","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fretkowsky%2Fspot_the_difference/lists"}