{"id":26015501,"url":"https://github.com/mariodiasbatista/object-detection","last_synced_at":"2026-02-11T11:35:12.951Z","repository":{"id":278662144,"uuid":"935751330","full_name":"mariodiasbatista/object-detection","owner":"mariodiasbatista","description":"Understand and demo a simple process in object detection.","archived":false,"fork":false,"pushed_at":"2025-07-29T16:41:34.000Z","size":50339,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-30T11:23:48.144Z","etag":null,"topics":["opencv","python","yolov11"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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**[Inference](https://github.com/mariodiasbatista/object-detection/wiki/Inference)**\n\n## 📌 Table of Contents  \n\n- [About](#about)  \n- [Scenarios](#scenarios)  \n- [Installation](#installation)  \n- [Usage](#usage)  \n- [Configuration](#configuration)  \n- [Contributing](#contributing)  \n- [License](#license)  \n\n## 📖 About  \n  \nWith this project i will demo the object detection with a neural network using YOLO it will use simple scenários with images and videos and the result will be a clear compreension how the process works.\nAlso the dependencies of this project like GPU servers will be addressed on the wiki page, the dependencies are a key part in the process on optimization of the training and inference. \n\n## ✨ Scenarios  \n\n[**✅ 1**-](https://github.com/mariodiasbatista/object-detection/wiki/Scenarios#scenario-1) Train with anotated Images from [Open Images Dataset](https://storage.googleapis.com/openimages/web/visualizer/index.html) (easy process)\n\n[**✅ 2**-](https://github.com/mariodiasbatista/object-detection/wiki/Scenarios#scenario-2) Train with custom anotated Images from the user (hard process)\n\n[**✅ 3**-](https://github.com/mariodiasbatista/object-detection/wiki/Scenarios#scenario-3) Inference, put the trained model detecting on image \n\n[**✅ 4**-](https://github.com/mariodiasbatista/object-detection/wiki/Scenarios#scenario-4) Inference, put the trained model detecting on video \n\n[**✅ 5**-](https://github.com/mariodiasbatista/object-detection/wiki/Scenarios#scenario-5) Check all Results\n\n## 🔧 Installation  \nFor the instalation clone the project\nand follow the [Installation](https://github.com/mariodiasbatista/object-detection/wiki/Installation) Section. \n\n```bash\ngit clone https://github.com/mariodiasbatista/object-detection.git\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmariodiasbatista%2Fobject-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmariodiasbatista%2Fobject-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmariodiasbatista%2Fobject-detection/lists"}