{"id":24807232,"url":"https://github.com/bagusperdanay7/final-project-dicoding","last_synced_at":"2026-04-10T16:46:29.053Z","repository":{"id":244441062,"uuid":"756835962","full_name":"bagusperdanay7/final-project-dicoding","owner":"bagusperdanay7","description":"My Dicoding final project, Rock-paper-scissors Image classification using Python \u0026 TensorFlow.","archived":false,"fork":false,"pushed_at":"2025-01-12T15:58:00.000Z","size":780,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-30T09:17:47.371Z","etag":null,"topics":["deep-learning","image-classification","machine-learning","python","tensorflow"],"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/bagusperdanay7.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":"2024-02-13T12:03:22.000Z","updated_at":"2025-01-12T15:58:03.000Z","dependencies_parsed_at":"2024-06-14T18:54:45.779Z","dependency_job_id":"adeb8146-ecc0-4618-b6c5-46c8ec10d3f8","html_url":"https://github.com/bagusperdanay7/final-project-dicoding","commit_stats":null,"previous_names":["bagusperdanay7/final-project-dicoding"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bagusperdanay7%2Ffinal-project-dicoding","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bagusperdanay7%2Ffinal-project-dicoding/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bagusperdanay7%2Ffinal-project-dicoding/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bagusperdanay7%2Ffinal-project-dicoding/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bagusperdanay7","download_url":"https://codeload.github.com/bagusperdanay7/final-project-dicoding/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245440580,"owners_count":20615633,"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":["deep-learning","image-classification","machine-learning","python","tensorflow"],"created_at":"2025-01-30T09:17:50.388Z","updated_at":"2026-04-10T16:46:24.014Z","avatar_url":"https://github.com/bagusperdanay7.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Rock-Paper-Scissors Image Classification\n\n[**Dokumentasi Bahasa Indonesia (Indonesia Documentation)**](/docs/id/README.md)\n\nA machine learning application built with Python and TensorFlow, implementing the Convolutional Neural Network algorithm to classify images of rock, scissors, and paper. This project is designed to aid in completing Dicoding Indonesia's Machine Learning for Beginners course.\n\n## Technology stack \u0026 Tools\n\n**This program needs:**\n\n| Tech Stack \u0026 Tools  | Version |\n| ------------------- | ------- |\n| Python              | 3.8+    |\n| Google Colaboratory | Latest  |\n| split-folders       | 0.5+    |\n| TensorFlow          | 2.13+   |\n| Numpy               | 1.24+   |\n| Matplotlib          | 3.7+    |\n\n## Setup (Google Colab)\n\n### Clone the repository\n\nSince this programme is run on Google Colab, open Google Colab.\n\n[![Static Badge](https://img.shields.io/badge/Open%20in%20Colab-%23212121?logo=google%20colab)](https://colab.research.google.com/)\n\nAnd then clone my repository:\n\n```shell\ngit clone https://github.com/bagusperdanay7/final-project-dicoding.git\n```\n\n1. Open Google Colab\n2. Select menu File \u003e Open notebook \u003e GitHub\n3. Copy '\u003chttps://github.com/bagusperdanay7/final-project-dicoding\u003e' to the input box\n4. Search and wait for the repository to load.\n5. Select the repository that shows up.\n6. And voila. Run the program.\n7. Select Runtime \u003e Run all\n\n![Preview](/docs/images/collab-preview.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbagusperdanay7%2Ffinal-project-dicoding","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbagusperdanay7%2Ffinal-project-dicoding","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbagusperdanay7%2Ffinal-project-dicoding/lists"}