{"id":42034093,"url":"https://github.com/dneprDroid/ImageRecognizer-Android","last_synced_at":"2026-02-05T04:01:10.653Z","repository":{"id":133430028,"uuid":"75758415","full_name":"dneprDroid/ImageRecognizer-Android","owner":"dneprDroid","description":" [this repo is no longer maintained] Neural Network  image classifier (inception-bn network architecture), developed via MxNet ","archived":false,"fork":false,"pushed_at":"2017-04-08T06:37:59.000Z","size":7306,"stargazers_count":56,"open_issues_count":2,"forks_count":8,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-08T12:47:06.170Z","etag":null,"topics":["android","models","mxnet","neural-network","pre-trained"],"latest_commit_sha":null,"homepage":"","language":"Java","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/dneprDroid.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":"2016-12-06T18:15:17.000Z","updated_at":"2022-08-09T07:41:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"dcb318c8-095b-4d43-9cc4-8954f775ebe7","html_url":"https://github.com/dneprDroid/ImageRecognizer-Android","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dneprDroid/ImageRecognizer-Android","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dneprDroid%2FImageRecognizer-Android","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dneprDroid%2FImageRecognizer-Android/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dneprDroid%2FImageRecognizer-Android/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dneprDroid%2FImageRecognizer-Android/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dneprDroid","download_url":"https://codeload.github.com/dneprDroid/ImageRecognizer-Android/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dneprDroid%2FImageRecognizer-Android/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29110544,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-05T03:44:17.043Z","status":"ssl_error","status_checked_at":"2026-02-05T03:44:12.077Z","response_time":65,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["android","models","mxnet","neural-network","pre-trained"],"created_at":"2026-01-26T05:00:43.188Z","updated_at":"2026-02-05T04:01:10.645Z","avatar_url":"https://github.com/dneprDroid.png","language":"Java","funding_links":[],"categories":["\u003ca name=\"Tools\"\u003e\u003c/a\u003e9. Tools"],"sub_categories":[],"readme":"# ImageRecognizer-Android\nImage classification using neural networks (inception-bn) and [**MxNet**](https://github.com/dmlc/mxnet) (Python/C++  neural net library), implemented for Android.\n#\nnn/[*NNManager.java*](https://github.com/dneprDroid/ImageRecognizer/blob/master/app/src/main/java/neural/imagerecognizer/app/nn/NNManager.java) - class working with **MxNet**\n\nnn/[TensorMaker.java](https://github.com/dneprDroid/ImageRecognizer-Android/blob/master/app/src/main/java/neural/imagerecognizer/app/nn/TensorMaker.java)  - tensor convertor \n\nPre-trained model:\n\n*res/raw/params* - serialized data of the network (weights, convolutional kernels)\n\n*res/raw/symbol.json* - structure of the network \n\n*res/raw/syncet.txt* - word dictionary for network, pair output value - meaning word\n \n#\n\u003cimage src=https://raw.githubusercontent.com/dneprDroid/ImageRecognizer/master/images/Screenshot1.png height=500 /\u003e\n\n# NDK library\nBuild **libmxnet_predict.so** from official mxnet sources - https://github.com/dmlc/mxnet/tree/master/amalgamation\n\n# iOS\niOS version -  https://github.com/dneprDroid/ImageRecognizer-iOS\n\n# Links\n  * https://github.com/dmlc/mxnet - MxNet library \n  * https://culurciello.github.io/tech/2016/06/04/nets.html - architectures of neural nets, including inception-bn arch.\n  * https://github.com/Trangle/mxnet-inception-v4 - inceprion network trainer\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FdneprDroid%2FImageRecognizer-Android","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FdneprDroid%2FImageRecognizer-Android","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FdneprDroid%2FImageRecognizer-Android/lists"}