{"id":17976660,"url":"https://github.com/iamhankai/mini-dnn-cpp","last_synced_at":"2025-03-25T15:31:20.894Z","repository":{"id":87392311,"uuid":"141112233","full_name":"iamhankai/mini-dnn-cpp","owner":"iamhankai","description":"C++ demo of deep neural networks (MLP, CNN)","archived":false,"fork":false,"pushed_at":"2023-12-28T16:39:52.000Z","size":2506,"stargazers_count":32,"open_issues_count":1,"forks_count":11,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-20T13:11:13.792Z","etag":null,"topics":["convolutional-neural-networks","cpp","deep-neural-networks","mnist","multi-layer-perceptron"],"latest_commit_sha":null,"homepage":"","language":"C++","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/iamhankai.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":"2018-07-16T08:50:09.000Z","updated_at":"2024-03-07T00:24:36.000Z","dependencies_parsed_at":null,"dependency_job_id":"1670f161-9f45-4cc1-a993-c3a6b45311e5","html_url":"https://github.com/iamhankai/mini-dnn-cpp","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/iamhankai%2Fmini-dnn-cpp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamhankai%2Fmini-dnn-cpp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamhankai%2Fmini-dnn-cpp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamhankai%2Fmini-dnn-cpp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iamhankai","download_url":"https://codeload.github.com/iamhankai/mini-dnn-cpp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245489762,"owners_count":20623789,"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","cpp","deep-neural-networks","mnist","multi-layer-perceptron"],"created_at":"2024-10-29T17:24:38.082Z","updated_at":"2025-03-25T15:31:20.887Z","avatar_url":"https://github.com/iamhankai.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# mini-dnn-cpp\n**mini-dnn-cpp** is a C++ demo of deep neural networks. It is implemented purely in C++, whose only dependency, Eigen, is header-only. \n\n## Usage\nDownload and unzip [MNIST](http://yann.lecun.com/exdb/mnist/) dataset in `mini-dnn-cpp/data/mnist/`.\n\n```shell\nmkdir build\ncd build\ncmake ..\nmake\n```\n\nRun `./demo`.\n\nResult: \nsimple neural network with 3 FC layers can obtain `0.97+` accuracy on MNIST testset.\nLeNet-like CNN can obtain `0.98+` accuracy on MNIST testset.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamhankai%2Fmini-dnn-cpp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiamhankai%2Fmini-dnn-cpp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamhankai%2Fmini-dnn-cpp/lists"}