{"id":19237680,"url":"https://github.com/adamouization/computer-vision-filtering-and-object-recognition-and-features","last_synced_at":"2026-05-04T20:41:05.687Z","repository":{"id":37602052,"uuid":"169596166","full_name":"Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features","owner":"Adamouization","description":":eyes: Image matching using intensity-based and feature-based template matching (SIFT) 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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["algorithms","computer-vision","convolution","cv","image-matching","matching","opencv","python","recognition","sift","sift-algorithm","sift-descriptors"],"created_at":"2024-11-09T16:27:51.744Z","updated_at":"2026-05-04T20:41:05.667Z","avatar_url":"https://github.com/Adamouization.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Computer Vision: Filtering, Object Recognition \u0026 Features [![HitCount](http://hits.dwyl.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features.svg)](http://hits.dwyl.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features) [![GitHub stars](https://img.shields.io/github/stars/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features)](https://github.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features/stargazers) [![GitHub license](https://img.shields.io/github/license/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features)](https://github.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features/blob/master/LICENSE)\n\n**Intensity-based** template matching and **feature-based** template matching using **SIFT** algorithms for matching images are implemented. A [Training dataset](https://github.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features/tree/master/dataset/Training) of images (icons) a [Testing dataset](https://github.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features/tree/master/dataset/Test) (various combinations of icons) as shown in Figure 2 are used.\n\nProject developed in collaboration with [yissok](https://github.com/yissok).\n\nThe report can be read [here](https://github.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features/blob/master/report/report.pdf).\n\n## Usage\n\nClone the repository (or download the zipped project):\n`$ git clone https://github.com/Adamouization/Computer-Vision-Filtering-and-Object-Recognition-and-Features`\n\nCreate a virtual environment for the project and activate it:\n\n```\nvirtualenv ~/Environments/Computer-Vision-Filtering-and-Object-Recognition-and-Features\nsource Computer-Vision-Filtering-and-Object-Recognition-and-Features/bin/activate\n```\n\nOnce you have the virtualenv activated and set up, `cd` into the project directory and install the requirements needed to run the app:\n\n```\npip install -r requirements.txt\n```\n\nYou can now run the app:\n```\npython main.py -m \u003cmodel_type\u003e --mode \u003cmode\u003e --debug\n```\n\nwhere:\n* `-m \u003cmodel_type\u003e` corresponds to the matching technique to use e.g. `convolution`, `intensity` or `sift`.\n* `--mode \u003cmode\u003e` corresponds to `train` or `test`.\n* `--d` runs the program in debug mode with additional print statements.\n\n## Contact\n* Email: adam@jaamour.com\n* LinkedIn: [@adamjaamour](https://www.linkedin.com/in/adamjaamour/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadamouization%2Fcomputer-vision-filtering-and-object-recognition-and-features","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadamouization%2Fcomputer-vision-filtering-and-object-recognition-and-features","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadamouization%2Fcomputer-vision-filtering-and-object-recognition-and-features/lists"}