{"id":26159393,"url":"https://github.com/archsyscall/improvedresnet-tensorflow2","last_synced_at":"2025-10-10T19:06:45.492Z","repository":{"id":119376460,"uuid":"258549542","full_name":"archsyscall/ImprovedResNet-TensorFlow2","owner":"archsyscall","description":"Implementation 'Improved Residual Networks for Image and Video Recognition'","archived":false,"fork":false,"pushed_at":"2020-04-24T15:22:33.000Z","size":3,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-02-02T07:27:41.851Z","etag":null,"topics":[],"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/archsyscall.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":"2020-04-24T15:22:04.000Z","updated_at":"2024-09-29T10:50:41.000Z","dependencies_parsed_at":null,"dependency_job_id":"6a9378d6-be94-43b4-a297-578d31d46149","html_url":"https://github.com/archsyscall/ImprovedResNet-TensorFlow2","commit_stats":null,"previous_names":["archsyscall/improvedresnet-tensorflow2"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/archsyscall%2FImprovedResNet-TensorFlow2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/archsyscall%2FImprovedResNet-TensorFlow2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/archsyscall%2FImprovedResNet-TensorFlow2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/archsyscall%2FImprovedResNet-TensorFlow2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/archsyscall","download_url":"https://codeload.github.com/archsyscall/ImprovedResNet-TensorFlow2/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243022093,"owners_count":20223135,"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":[],"created_at":"2025-03-11T11:22:13.096Z","updated_at":"2025-10-10T19:06:40.461Z","avatar_url":"https://github.com/archsyscall.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Improved Residual Networks\nThis is a repository that implements [\"Improved Residual Networks for Image and Video Recognition\"](https://arxiv.org/pdf/2004.04989.pdf) using TensorFlow2. The author's official repository is [pytorch-iresnet](https://github.com/iduta/iresnet). Most of them were referred to on [pytorch-iresnet](https://github.com/iduta/iresnet).\n\nThe accuracy on ImageNet (Data in the official repository):\n\n| Network | 50-layers  | 101-layers | 152-layers | 200-layers |\n| :-----: | :--------: | :--------: | :--------: | :--------: |\n| ResNet  |   76.12%   |   78.00%   |   78.45%   |   77.55%   |\n| iResnet | **77.31**% | **78.64**% | **79.34**% | **79.48**% |\n\n\n### Requirements\n\n* tensorflow \u003e 2.1\n\n### Usage\n\n```bash\n$ python src/train \\\n--nets={iresnet18, iresnet50, etc...}\n--batch_size={default=64}\n--epochs={default=100}\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farchsyscall%2Fimprovedresnet-tensorflow2","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farchsyscall%2Fimprovedresnet-tensorflow2","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farchsyscall%2Fimprovedresnet-tensorflow2/lists"}