{"id":17988014,"url":"https://github.com/hollance/coreml-training","last_synced_at":"2026-03-16T15:04:26.140Z","repository":{"id":138080748,"uuid":"197740551","full_name":"hollance/coreml-training","owner":"hollance","description":"Source code for my blog post series \"On-device training with Core ML\"","archived":false,"fork":false,"pushed_at":"2019-12-01T22:14:55.000Z","size":9722,"stargazers_count":101,"open_issues_count":4,"forks_count":11,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-03-20T21:24:06.546Z","etag":null,"topics":["coreml","edge-computing","ios","machine-learning","on-device-ai","swift"],"latest_commit_sha":null,"homepage":null,"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/hollance.png","metadata":{"files":{"readme":"README.markdown","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":"2019-07-19T09:05:24.000Z","updated_at":"2025-02-21T09:43:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"0b4d40bf-8d74-40c6-9766-f7c8c8fccb33","html_url":"https://github.com/hollance/coreml-training","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hollance%2Fcoreml-training","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hollance%2Fcoreml-training/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hollance%2Fcoreml-training/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hollance%2Fcoreml-training/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hollance","download_url":"https://codeload.github.com/hollance/coreml-training/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245555732,"owners_count":20634782,"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":["coreml","edge-computing","ios","machine-learning","on-device-ai","swift"],"created_at":"2024-10-29T19:10:22.569Z","updated_at":"2026-03-16T15:04:26.034Z","avatar_url":"https://github.com/hollance.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Training with Core ML 3\n\nThis is the sample code for my blog post series [On-device training with Core ML](https://machinethink.net/blog/coreml-training-part1/).\n\nIncluded are:\n\n- **Dataset**: a small dataset of 30 training images and 15 test images\n\n- **iOS App**: the source code of the demo app described in the blog post\n\n- **Models**: the empty and pre-trained models used by the app\n    - **TuriOriginal.mlmodel**: the SqueezeNet classifier trained by Turi Create\n    - **HandsTuri.mlmodel**: the TuriOriginal model but made updatable\n    - **HandsEmpty.mlmodel**: like HandsTuri but with a classifier layer that has random weights\n    - **HandskNN.mlmodel**: like TuriOriginal but with an untrained k-Nearest Neighbors classifier\n\n- **Scripts**: \n    - **make_nn.py**: converts TuriOriginal.mlmodel to HandsTuri and HandsEmpty.mlmodel\n    - **make_knn.py**: creates the k-Nearest Neighbor model, HandskNN.mlmodel\n    - **TuriCreate.ipynb**: the notebook used to train TuriOriginal.mlmodel\n\nCredits:\n\n- Camera icon made by [Daniel Bruce](https://www.flaticon.com/authors/daniel-bruce) from [www.flaticon.com](https://www.flaticon.com/) and is licensed by [CC 3.0 BY](http://creativecommons.org/licenses/by/3.0/).\n- Picture icon made by [Dave Gandy](https://www.flaticon.com/authors/dave-gandy) from [www.flaticon.com](https://www.flaticon.com/) and is licensed by [CC 3.0 BY](http://creativecommons.org/licenses/by/3.0/).\n\nThe source code is copyright 2019 M.I. Hollemans and licensed under the terms of the MIT license.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhollance%2Fcoreml-training","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhollance%2Fcoreml-training","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhollance%2Fcoreml-training/lists"}