{"id":20652455,"url":"https://github.com/thesofakillers/ml_classifier-pegasus-generator","last_synced_at":"2025-10-18T00:28:06.056Z","repository":{"id":70961867,"uuid":"170218983","full_name":"thesofakillers/ML_Classifier-Pegasus-Generator","owner":"thesofakillers","description":"Classifying CIFAR100 and Generating Pegasus with CIFAR10 ","archived":false,"fork":false,"pushed_at":"2019-03-22T17:27:37.000Z","size":950,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-17T10:43:41.474Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/thesofakillers.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":"2019-02-11T23:26:28.000Z","updated_at":"2020-06-08T08:37:59.000Z","dependencies_parsed_at":null,"dependency_job_id":"da7d989f-0f0a-4df9-a7e0-a758d3d9f598","html_url":"https://github.com/thesofakillers/ML_Classifier-Pegasus-Generator","commit_stats":null,"previous_names":[],"tags_count":19,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thesofakillers%2FML_Classifier-Pegasus-Generator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thesofakillers%2FML_Classifier-Pegasus-Generator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thesofakillers%2FML_Classifier-Pegasus-Generator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thesofakillers%2FML_Classifier-Pegasus-Generator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thesofakillers","download_url":"https://codeload.github.com/thesofakillers/ML_Classifier-Pegasus-Generator/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242752216,"owners_count":20179471,"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":[],"created_at":"2024-11-16T17:35:01.845Z","updated_at":"2025-10-18T00:28:05.995Z","avatar_url":"https://github.com/thesofakillers.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning - Object Classifier and Pegasus Generator\n\nOriginally made for my university's Department of Computer Science's course _Software, Systems \u0026 Applications_ under the sub-module _Machine Learning_, as part of the coursework in 2018/2019.\n\nThis project has two main parts:\n  1. The first part consists in building a [classifier](https://en.wikipedia.org/wiki/Statistical_classification) that generalises well for the [CIFAR-100](https://www.cs.toronto.edu/~kriz/cifar.html) dataset. There should be thorough experimentation in determining which architectures and optimisations to utilise.\n  2. The second part consists in [generating](https://en.wikipedia.org/wiki/Generative_model) a colour image of a [Pegasus](https://en.wikipedia.org/wiki/Pegasus), training only on data from [CIFAR-10](https://www.cs.toronto.edu/~kriz/cifar.html)\n\nFor obvious reasons, the \"data\" directory is not committed to this repo.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthesofakillers%2Fml_classifier-pegasus-generator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthesofakillers%2Fml_classifier-pegasus-generator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthesofakillers%2Fml_classifier-pegasus-generator/lists"}