{"id":20004076,"url":"https://github.com/cj-mills/pytorch-timm-gesture-recognition-tutorial-code","last_synced_at":"2025-05-04T16:32:06.800Z","repository":{"id":169120554,"uuid":"645015691","full_name":"cj-mills/pytorch-timm-gesture-recognition-tutorial-code","owner":"cj-mills","description":"This repository contains the training code for my beginner-friendly tutorial titled \"Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners\".","archived":false,"fork":false,"pushed_at":"2024-11-12T02:04:40.000Z","size":122274,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-11-12T03:18:23.816Z","etag":null,"topics":["fine-tuning","image-classification","pytorch","timm-library","training-code","tutorial"],"latest_commit_sha":null,"homepage":"https://christianjmills.com/posts/pytorch-train-image-classifier-timm-hf-tutorial/","language":"Jupyter Notebook","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/cj-mills.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,"publiccode":null,"codemeta":null}},"created_at":"2023-05-24T18:28:36.000Z","updated_at":"2024-11-12T02:04:43.000Z","dependencies_parsed_at":"2024-11-12T03:18:29.335Z","dependency_job_id":"be494870-8442-43fa-ac5e-e61b4b2371d7","html_url":"https://github.com/cj-mills/pytorch-timm-gesture-recognition-tutorial-code","commit_stats":null,"previous_names":["cj-mills/pytorch-timm-gesture-recognition-tutorial-code"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-timm-gesture-recognition-tutorial-code","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-timm-gesture-recognition-tutorial-code/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-timm-gesture-recognition-tutorial-code/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cj-mills%2Fpytorch-timm-gesture-recognition-tutorial-code/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cj-mills","download_url":"https://codeload.github.com/cj-mills/pytorch-timm-gesture-recognition-tutorial-code/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224398349,"owners_count":17304550,"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":["fine-tuning","image-classification","pytorch","timm-library","training-code","tutorial"],"created_at":"2024-11-13T05:28:27.963Z","updated_at":"2024-11-13T05:28:28.604Z","avatar_url":"https://github.com/cj-mills.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners\n\n\n\n## Description\n\nThis tutorial provides a step-by-step guide on fine-tuning image classification models using PyTorch and the timm library to create a hand gesture recognizer. The content is structured to be accessible even to beginners in deep learning.\n\n\n\n\n## Tutorial Links\n\n* [Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners](https://christianjmills.com/posts/pytorch-train-image-classifier-timm-hf-tutorial/)\n\n\n\n## In-Browser Demo\n\n* [https://cj-mills.github.io/pytorch-timm-gesture-recognition-tutorial-code/](https://cj-mills.github.io/pytorch-timm-gesture-recognition-tutorial-code/)\n\n\n\n## Training Code\n\n| Jupyter Notebook                                             | Google Colab                                                 |\n| ------------------------------------------------------------ | ------------------------------------------------------------ |\n| [GitHub Repository](https://github.com/cj-mills/pytorch-timm-gesture-recognition-tutorial-code/blob/main/notebooks/pytorch-timm-image-classifier-training.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-timm-gesture-recognition-tutorial-code/blob/main/notebooks/pytorch-timm-image-classifier-training-colab.ipynb) |\n\n\n\n## ONNX Export\n\n| Jupyter Notebook                                             | Google Colab                                                 |\n| ------------------------------------------------------------ | ------------------------------------------------------------ |\n| [GitHub Repository](https://github.com/cj-mills/pytorch-timm-gesture-recognition-tutorial-code/blob/main/notebooks/pytorch-timm-image-classifier-onnx-export.ipynb) | [Open In Colab](https://colab.research.google.com/github/cj-mills/pytorch-timm-gesture-recognition-tutorial-code/blob/main/notebooks/pytorch-timm-image-classifier-onnx-export-colab.ipynb) |\n\n\n\n\n\n\n## License\n\nDistributed under the MIT License. See [`LICENSE`](./LICENSE) for more information.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcj-mills%2Fpytorch-timm-gesture-recognition-tutorial-code","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcj-mills%2Fpytorch-timm-gesture-recognition-tutorial-code","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcj-mills%2Fpytorch-timm-gesture-recognition-tutorial-code/lists"}