{"id":13771449,"url":"https://github.com/ph1ps/MNIST-CoreML","last_synced_at":"2025-05-11T04:30:42.036Z","repository":{"id":91619077,"uuid":"94742958","full_name":"ph1ps/MNIST-CoreML","owner":"ph1ps","description":"Predict handwritten digits with CoreML","archived":true,"fork":false,"pushed_at":"2018-02-15T17:37:35.000Z","size":4430,"stargazers_count":66,"open_issues_count":1,"forks_count":11,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-11-17T07:34:06.253Z","etag":null,"topics":["convolutional-neural-networks","coreml","coreml-framework","coreml-models","machine-learning","mnist","mnist-dataset"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ph1ps.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":"2017-06-19T06:18:55.000Z","updated_at":"2024-09-24T04:05:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"46d14675-9820-4879-aaaf-71863bb19087","html_url":"https://github.com/ph1ps/MNIST-CoreML","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/ph1ps%2FMNIST-CoreML","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ph1ps%2FMNIST-CoreML/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ph1ps%2FMNIST-CoreML/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ph1ps%2FMNIST-CoreML/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ph1ps","download_url":"https://codeload.github.com/ph1ps/MNIST-CoreML/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253518941,"owners_count":21921074,"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":["convolutional-neural-networks","coreml","coreml-framework","coreml-models","machine-learning","mnist","mnist-dataset"],"created_at":"2024-08-03T17:00:51.595Z","updated_at":"2025-05-11T04:30:40.855Z","avatar_url":"https://github.com/ph1ps.png","language":"Python","readme":"# MNIST for CoreML (CNN)\n\n### Description\nThis is the MNIST dataset implemented in Apple's new framework CoreML. The MNIST dataset can predict handwritten (drawn) digits from an image and outputs a prediction from 0-9. The model was built with Keras 1.2.2.\n\nTo test this model you can open the `MNISTPrediction.xcodeproj` and run it on your device (iOS 11 and Xcode 9 is required). To test further images just add them to the project and replace my testing with yours.\n\nAn example of a handdrawn digit would look like this: \n![Digit 4](MNISTPrediction/Assets.xcassets/four.imageset/14978202165336.png)\n\n**Be aware that your images have to have a black background and white line color!**\n\nFurthermore your images resolution has to be 28x28px. If yours is bigger just use my `UIImage` rescaling extension I wrote. The line width has to be thick enough to be recognized as a digit.\n\n### Information about the model\nThis CNN model achieves up to 99.5% of accuracy and the structure is as follows:\n\n![CNN Model](model.png)\n","funding_links":[],"categories":["Models"],"sub_categories":["MNIST"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fph1ps%2FMNIST-CoreML","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fph1ps%2FMNIST-CoreML","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fph1ps%2FMNIST-CoreML/lists"}