{"id":13698802,"url":"https://github.com/Fei-Wang/insightface","last_synced_at":"2025-05-04T04:30:43.056Z","repository":{"id":73900343,"uuid":"196400835","full_name":"Fei-Wang/insightface","owner":"Fei-Wang","description":"implementation of insightface by using Tensorflow","archived":true,"fork":false,"pushed_at":"2019-08-08T06:49:01.000Z","size":4205,"stargazers_count":103,"open_issues_count":14,"forks_count":30,"subscribers_count":13,"default_branch":"master","last_synced_at":"2024-11-13T03:34:51.089Z","etag":null,"topics":["arcface","insightface","retinaface","tensorflow"],"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/Fei-Wang.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}},"created_at":"2019-07-11T13:31:50.000Z","updated_at":"2024-10-23T11:48:38.000Z","dependencies_parsed_at":"2023-02-25T14:01:35.432Z","dependency_job_id":null,"html_url":"https://github.com/Fei-Wang/insightface","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/Fei-Wang%2Finsightface","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Fei-Wang%2Finsightface/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Fei-Wang%2Finsightface/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Fei-Wang%2Finsightface/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Fei-Wang","download_url":"https://codeload.github.com/Fei-Wang/insightface/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252288912,"owners_count":21724323,"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":["arcface","insightface","retinaface","tensorflow"],"created_at":"2024-08-02T19:00:53.163Z","updated_at":"2025-05-04T04:30:39.113Z","avatar_url":"https://github.com/Fei-Wang.png","language":"Python","funding_links":[],"categories":["Projects 💛💛💛💛💛\u003ca name=\"Projects\" /\u003e"],"sub_categories":["人脸识别"],"readme":"# Insightface-tf\n\n### Intro\n- This repositories is a reimplementation of Insightface([github](https://github.com/deepinsight/insightface))\n- Training code is included, you can use your own data to train models\n- We are trying to use new features and Hight Level APIs in TesnsorFlow, such as Keras, Eager Execution, tf.data and so on. The code can even run successful under TF2.0 with a little changes\n- The recognition([github-recognition](https://github.com/Fei-Wang/insightface/tree/master/recognition)) with tf-1.14 has been reimplemented and the RetinaFace-tf will be upload soon\n\n### TODO List\n- recognition\n    - Backbones\n        - _ResNet_v1 [done]_\n    - Losses\n        - _Arcface loss [done]_\n        - _Cosface loss [done]_\n        - _Sphereface loss [done]_\n        - _Triplet loss [done]_\n        - _Center loss [done]_\n    - _Training code [done]_\n    - _Evaluate [done]_\n    - Freeze to pb model [todo]\n- RetinaFace [todo]\n\n### Running Environment\n- TensorFlow1.14\n- python 3.7\n- numpy, pyyaml, matplotlib (Anaconda 3 recommended)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FFei-Wang%2Finsightface","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FFei-Wang%2Finsightface","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FFei-Wang%2Finsightface/lists"}