{"id":19855408,"url":"https://github.com/scaceresg/mlapi-banknotes","last_synced_at":"2026-04-09T07:03:41.285Z","repository":{"id":252298059,"uuid":"840016569","full_name":"scaceresg/mlapi-banknotes","owner":"scaceresg","description":"ML API for Bank Notes classification using FastAPI","archived":false,"fork":false,"pushed_at":"2024-08-21T13:00:52.000Z","size":118,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-11T13:53:16.345Z","etag":null,"topics":["classification-algorithm","fastapi","kaggle-dataset","pickle","python","random-forest-classifier"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/scaceresg.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2024-08-08T19:45:11.000Z","updated_at":"2024-08-22T23:36:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"6b582bf1-13ff-4d2d-9c14-979e4320b21a","html_url":"https://github.com/scaceresg/mlapi-banknotes","commit_stats":null,"previous_names":["scaceresg/proj-banknotes-mlapi","scaceresg/mlapi-banknotes"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaceresg%2Fmlapi-banknotes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaceresg%2Fmlapi-banknotes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaceresg%2Fmlapi-banknotes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scaceresg%2Fmlapi-banknotes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scaceresg","download_url":"https://codeload.github.com/scaceresg/mlapi-banknotes/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241245357,"owners_count":19933295,"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":["classification-algorithm","fastapi","kaggle-dataset","pickle","python","random-forest-classifier"],"created_at":"2024-11-12T14:12:39.196Z","updated_at":"2025-12-30T22:29:05.032Z","avatar_url":"https://github.com/scaceresg.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Bank Notes Classification ML API\n\nThis project consists of developing a ML API for Bank Notes authentication.\n\n## Dataset\n\nData is taken from the dataset [Bank Authentication UCI Data - Kaggle.com](https://www.kaggle.com/datasets/ritesaluja/bank-note-authentication-uci-data) which includes information on images taken from genuine and forged banknote-like specimens.\n\n## Machine Learning Model\n \nA Random Forest Classifier was trained and implemented for the dataset. The model was saved and implemented using the `pickle` module.\n\n## Rest API\n\n`FastAPI` was used to get requests and predict the authentication of bank notes.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaceresg%2Fmlapi-banknotes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscaceresg%2Fmlapi-banknotes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscaceresg%2Fmlapi-banknotes/lists"}