{"id":15687226,"url":"https://github.com/laggui/resnet-burn","last_synced_at":"2025-05-07T19:26:39.217Z","repository":{"id":222513934,"uuid":"757491216","full_name":"laggui/resnet-burn","owner":"laggui","description":"ResNet implementation with Burn","archived":false,"fork":false,"pushed_at":"2024-02-14T20:44:54.000Z","size":17,"stargazers_count":9,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-02-15T17:38:07.987Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Rust","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/laggui.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":"2024-02-14T15:52:48.000Z","updated_at":"2024-04-15T14:34:56.612Z","dependencies_parsed_at":"2024-04-15T14:34:55.028Z","dependency_job_id":"60ca9966-f885-413d-af66-75eeb62c7e05","html_url":"https://github.com/laggui/resnet-burn","commit_stats":null,"previous_names":["laggui/resnet-burn"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/laggui%2Fresnet-burn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/laggui%2Fresnet-burn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/laggui%2Fresnet-burn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/laggui%2Fresnet-burn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/laggui","download_url":"https://codeload.github.com/laggui/resnet-burn/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252942723,"owners_count":21829118,"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":"2024-10-03T17:45:31.818Z","updated_at":"2025-05-07T19:26:39.178Z","avatar_url":"https://github.com/laggui.png","language":"Rust","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **👉 [Check out the full tutorial](https://dev.to/laggui/transitioning-from-pytorch-to-burn-45m) 👈**\n\n## ResNet + Burn ✍️\n\nTo use ResNet in your application, take a look at the official Burn implementation\n[available on GitHub](https://github.com/tracel-ai/models/tree/main/resnet-burn)! It closely follows\nthis tutorial's implementation but further extends it to provide an easy interface to load the\npre-trained weights for the whole ResNet family of models.\n\n## Example Usage\n\n1. Download the ResNet-18 pre-trained weights from `torchvision`\n\n```sh\nwget https://download.pytorch.org/models/resnet18-f37072fd.pth\n```\n\n2. Download a sample image for inference\n\n```sh\nwget https://upload.wikimedia.org/wikipedia/commons/2/26/YellowLabradorLooking_new.jpg\n```\n\n3. Run the example\n\n```sh\ncargo run --release YellowLabradorLooking_new.jpg\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaggui%2Fresnet-burn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flaggui%2Fresnet-burn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaggui%2Fresnet-burn/lists"}