{"id":18995455,"url":"https://github.com/abdulhafizk/classification-image_dicoding-academy","last_synced_at":"2026-04-16T05:30:17.715Z","repository":{"id":242176316,"uuid":"808879958","full_name":"abdulhafizk/Classification-Image_Dicoding-Academy","owner":"abdulhafizk","description":"Tugas Dicoding Academy","archived":false,"fork":false,"pushed_at":"2024-06-01T04:41:39.000Z","size":166,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-01T16:23:23.207Z","etag":null,"topics":["dicoding","dicoding-academy","dicoding-submission","dicodingsubmission","gambar","klasifikasi","submission-dicoding"],"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/abdulhafizk.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":"2024-06-01T03:55:28.000Z","updated_at":"2024-07-15T12:40:19.000Z","dependencies_parsed_at":"2024-06-01T05:38:41.350Z","dependency_job_id":"3ce53ac1-1f5a-4a35-8438-56b892c69d41","html_url":"https://github.com/abdulhafizk/Classification-Image_Dicoding-Academy","commit_stats":null,"previous_names":["abdulhafizk/classification-image_dicoding-academy"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdulhafizk%2FClassification-Image_Dicoding-Academy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdulhafizk%2FClassification-Image_Dicoding-Academy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdulhafizk%2FClassification-Image_Dicoding-Academy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/abdulhafizk%2FClassification-Image_Dicoding-Academy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/abdulhafizk","download_url":"https://codeload.github.com/abdulhafizk/Classification-Image_Dicoding-Academy/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240010511,"owners_count":19733514,"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":["dicoding","dicoding-academy","dicoding-submission","dicodingsubmission","gambar","klasifikasi","submission-dicoding"],"created_at":"2024-11-08T17:30:37.278Z","updated_at":"2026-04-16T05:30:17.680Z","avatar_url":"https://github.com/abdulhafizk.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# *Instruksi Submission*\n\n\u003ch3\u003ePengenalan\u003c/h3\u003e\n\u003cp\u003eSelamat, Anda telah berada di akhir pembelajaran dalam akademi ini. Anda sudah mempelajari dasar-dasar machine learning dan bagaimana jaringan saraf bekerja. Untuk bisa lulus dari akademi ini, Anda harus mengirimkan submission berupa program jaringan saraf tiruan menggunakan TensorFlow. Program Anda harus mampu mengenali bentuk tangan yang membentuk gunting, batu, atau kertas.\n\u003c/p\u003e\n\n\u003ch3\u003eKriteria\u003c/h3\u003e\n\u003cp\u003eBerikut kriteria submission yang harus Anda penuhi:\u003c/p\u003e\n\u003cul\u003e\n  \u003cli\u003eDataset yang dipakai haruslah dataset berikut : rockpaperscissors, atau gunakan link ini pada wget command: https://github.com/dicodingacademy/assets/releases/download/release/rockpaperscissors.zip.\u003c/li\u003e\n  \u003cli\u003eDataset harus dibagi menjadi train set dan validation set.\u003c/li\u003e\n  \u003cli\u003eUkuran validation set harus 40% dari total dataset (data training memiliki 1314 sampel, dan data validasi sebanyak 874 sampel).\u003c/li\u003e\n  \u003cli\u003eHarus mengimplementasikan augmentasi gambar.\u003c/li\u003e\n  \u003cli\u003eMenggunakan image data generator.\u003c/li\u003e\n  \u003cli\u003eModel harus menggunakan model sequential.\u003c/li\u003e\n  \u003cli\u003ePelatihan model tidak melebihi waktu 30 menit.\u003c/li\u003e\n  \u003cli\u003eProgram dikerjakan pada Google Colaboratory.\u003c/li\u003e\n  \u003cli\u003eAkurasi dari model minimal 85%.\u003c/li\u003e\n  \u003cli\u003eDapat memprediksi gambar yang diunggah ke Colab seperti gambar di bawah.\u003c/li\u003e\n  \u003cimg src=\"https://drive.google.com/file/d/1xXqQWG4ALOq1bIv0NanSTPl4ePU-Xet0/view?usp=sharing\" alt=\"gambar contoh\"\u003e\n  \u003cli\u003eManambahkan data diri (sesuai profil Dicoding) pada submission/project yang dikirimkan.\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003ch3\u003ePenilainan\u003c/h3\u003e\n# Coming Soon\n\n\u003ch3\u003ePenilainan\u003c/h3\u003e\n# Coming Soon\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulhafizk%2Fclassification-image_dicoding-academy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabdulhafizk%2Fclassification-image_dicoding-academy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabdulhafizk%2Fclassification-image_dicoding-academy/lists"}