{"id":27076219,"url":"https://github.com/aidinhamedi/pytorch-project-template","last_synced_at":"2025-08-21T05:37:15.705Z","repository":{"id":236110964,"uuid":"791853155","full_name":"AidinHamedi/PyTorch-Project-Template","owner":"AidinHamedi","description":"A Simple Template For A PyTorch Classification Project 😄","archived":false,"fork":false,"pushed_at":"2024-10-01T16:14:03.000Z","size":8072,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-11-26T15:50:20.406Z","etag":null,"topics":["ai","artificial-intelligence","classification","cnn","cnn-classification","deep-learning","efficientnet","python","pytorch","pytorch-classification","pytorch-implementation","pytorch-template","template","template-project"],"latest_commit_sha":null,"homepage":"","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/AidinHamedi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-04-25T13:54:43.000Z","updated_at":"2024-10-01T16:14:07.000Z","dependencies_parsed_at":"2024-04-29T14:57:32.424Z","dependency_job_id":"450ede94-a34c-4846-afd7-d0edc4f0992d","html_url":"https://github.com/AidinHamedi/PyTorch-Project-Template","commit_stats":null,"previous_names":["aydinhamedi/pytorch-project-template","aidinhamedi/pytorch-project-template"],"tags_count":0,"template":true,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AidinHamedi%2FPyTorch-Project-Template","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AidinHamedi%2FPyTorch-Project-Template/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AidinHamedi%2FPyTorch-Project-Template/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AidinHamedi%2FPyTorch-Project-Template/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AidinHamedi","download_url":"https://codeload.github.com/AidinHamedi/PyTorch-Project-Template/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247419616,"owners_count":20936009,"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":["ai","artificial-intelligence","classification","cnn","cnn-classification","deep-learning","efficientnet","python","pytorch","pytorch-classification","pytorch-implementation","pytorch-template","template","template-project"],"created_at":"2025-04-06T00:29:01.293Z","updated_at":"2025-04-06T00:29:01.817Z","avatar_url":"https://github.com/AidinHamedi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Classification with PyTorch \n\n\u003cimg src=\"https://img.shields.io/badge/Python-FFD43B?style=for-the-badge\u0026logo=python\u0026logoColor=blue\"/\u003e \u003cimg src=\"https://img.shields.io/badge/Jupyter-F37626.svg?\u0026style=for-the-badge\u0026logo=Jupyter\u0026logoColor=white\"/\u003e  \u003cimg src=\"https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge\u0026logo=pytorch\u0026logoColor=white\"/\u003e \n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)\n\nThis repository provides a template for image classification projects using PyTorch. It includes a Jupyter notebook (`main.ipynb`) that contains the main code for the project.\n\n\u003ch2\u003e🚧 There's a new version coming... 🚧\u003c/h2\u003e\n\n## 🚀 Getting Started\n\n1. Clone this repository to your local machine.\n2. Install the required dependencies listed in `requirements.txt`.\n3. Open the `main.ipynb` Jupyter notebook and follow the instructions.\n\n## 📂 Data Organization\n\nYour data should be organized in the following structure:\n\n```\n├───Database\n│   ├───cache # This folder will be created by the program\n│   └───Data # Put all the folders with images here\n#       Example ⬎\n│       ├───battery\n│       ├───biological\n│       ├───brown-glass\n│       ...\n│       └───white-glass\n```\n\nEach subfolder in the `Data` directory represents a class, and should contain the images for that class. For example, the `battery` folder should contain images of batteries, the `biological` folder should contain images of biological items, and so on.\n\n## 📃 READMEs in Folders\n\nEach folder contains a README file that explains the contents of the folder. Please read these files for more information about the data.\n\n## 📦 Running the Code\n\nTo run the code, simply open the `main.ipynb` Jupyter notebook and execute the cells in order.\n\n## 📚 Citing\n```bib\n@software{Hamedi_PyTorch-Project-Template,\nauthor = {Aydin Hamedi},\nlicense = {MIT},\ntitle = {PyTorch-Project-Template},\nurl = {https://github.com/Aydinhamedi/PyTorch-Project-Template}\n}\n```\n\n## License\nThis project is licensed under the MIT License. See the `LICENSE` file for details.\n\u003cpre\u003e\n Copyright (c) 2024 Aydin Hamedi\n \n This software is released under the MIT License.\n https://opensource.org/licenses/MIT\n\u003c/pre\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faidinhamedi%2Fpytorch-project-template","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faidinhamedi%2Fpytorch-project-template","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faidinhamedi%2Fpytorch-project-template/lists"}