{"id":27641302,"url":"https://github.com/ibaigorordo/dedodev2-pytorch-inference","last_synced_at":"2025-04-23T23:43:24.967Z","repository":{"id":287658180,"uuid":"965414466","full_name":"ibaiGorordo/dedodev2-pytorch-inference","owner":"ibaiGorordo","description":"Repository for performing feature matching using the DeDoDev2 model in 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DeDoDe v2 Pytorch Inference\nRepository for performing feature matching using the DeDoDev2 model in PyTorch\n\n![matches](https://github.com/user-attachments/assets/eef82d14-04f9-44a2-96e6-800bcad3f630)\n\n## Installation\n\n### Option1: pip installation\n```bash\ngit clone https://github.com/ibaiGorordo/dedodev2-pytorch-inference.git\ncd dedodev2-pytorch-inference\npip install -r requirements.txt\n```\n\n### Option2: uv installation\nRecommended but requires uv to be installed (https://docs.astral.sh/uv/getting-started/installation/)\n```bash\ngit clone https://github.com/ibaiGorordo/dedodev2-pytorch-inference.git\ncd dedodev2-pytorch-inference\nuv sync\n```\n\n- Additionally, to activate the uv environment: `source .venv/bin/activate` in macOS and Linux or `.venv\\Scripts\\activate` in Windows\n\n## Examples:\n\n### Image keypoint detection example\n\n```bash\npython example_image_keypoints.py\n```\n\n### Image pair matching example\n\n```bash\npython example_image_pair_matching.py\n```\n\n### Webcam feature tracking example\n\n```bash\npython example_webcam_feature_tracking.py\n```\n\n### Video feature tracking example (https://youtu.be/cDHNvORTRjo?si=aMZt5hiCrqWf3lhQ)\n\n```bash\npython example_video_feature_tracking.py\n```\n![dedodev2](https://github.com/user-attachments/assets/947dc503-6e66-4b51-a54c-1e5e4f27aa43)\n\n## License\nThe code is taken from the official [DeDoDe repository](https://github.com/Parskatt/DeDoDe) which is distributed under the MIT License.\nSee [LICENSE](https://github.com/Parskatt/DeDoDe/blob/main/LICENSE) for more information.\n\n\n### References:\n- DeDoDe: https://github.com/Parskatt/DeDoDe\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fibaigorordo%2Fdedodev2-pytorch-inference","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fibaigorordo%2Fdedodev2-pytorch-inference","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fibaigorordo%2Fdedodev2-pytorch-inference/lists"}