{"id":22701623,"url":"https://github.com/mignet/chinese-write-handling-char-recognition","last_synced_at":"2026-03-14T16:40:27.637Z","repository":{"id":146797083,"uuid":"160475921","full_name":"Mignet/chinese-write-handling-char-recognition","owner":"Mignet","description":"汉字手写识别","archived":false,"fork":false,"pushed_at":"2021-10-11T15:02:15.000Z","size":737,"stargazers_count":111,"open_issues_count":2,"forks_count":30,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-06-02T19:22:19.150Z","etag":null,"topics":["chinese","handwritten-character-recognition"],"latest_commit_sha":null,"homepage":null,"language":"Python","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/Mignet.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,"zenodo":null}},"created_at":"2018-12-05T07:08:31.000Z","updated_at":"2025-05-16T02:59:44.000Z","dependencies_parsed_at":null,"dependency_job_id":"8a9f3914-bd64-4347-9ef6-b555a6f8dadf","html_url":"https://github.com/Mignet/chinese-write-handling-char-recognition","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Mignet/chinese-write-handling-char-recognition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mignet%2Fchinese-write-handling-char-recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mignet%2Fchinese-write-handling-char-recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mignet%2Fchinese-write-handling-char-recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mignet%2Fchinese-write-handling-char-recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Mignet","download_url":"https://codeload.github.com/Mignet/chinese-write-handling-char-recognition/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mignet%2Fchinese-write-handling-char-recognition/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261604085,"owners_count":23183592,"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":["chinese","handwritten-character-recognition"],"created_at":"2024-12-10T07:09:30.363Z","updated_at":"2026-03-14T16:40:22.575Z","avatar_url":"https://github.com/Mignet.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# handwritten chinese recognition\n汉字手写识别\n\n## 数据集\n数据集来自于中科院自动化研究所，具体下载地址:\n``http://www.nlpr.ia.ac.cn/databases/download/feature_data/HWDB1.1trn_gnt.zip``\n``http://www.nlpr.ia.ac.cn/databases/download/feature_data/HWDB1.1tst_gnt.zip``\n\n这个训练集和测试集是经过压缩的图片，需要解压出来转换图片，这里是转换好的文件包：https://pan.baidu.com/s/1o84jIrg\n![数据集](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/%E6%95%B0%E6%8D%AE%E9%9B%86.png)\n## 构建神经网络\n![网络](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/png.png?raw=true)\n\n## 训练\nrun the command ``python chinese_rec.py --mode=train --max_steps=16002 --eval_steps=100 --save_steps=500``\n\n## 模型评估\nrun the command ``python chinese_rec.py --mode=validation``\n![accuracy](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/accuracy.png)\n## 测试\n把要识别的图像丢到tmp目录下就行了\nrun the command ``python chinese_rec.py --mode=inference``\n![result](https://github.com/Mignet/chinese-write-handling-char-recognition/blob/master/pic/result.png)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmignet%2Fchinese-write-handling-char-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmignet%2Fchinese-write-handling-char-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmignet%2Fchinese-write-handling-char-recognition/lists"}