{"id":24486889,"url":"https://github.com/moussaidhicham/detection-des-objets","last_synced_at":"2025-03-14T23:12:57.071Z","repository":{"id":271631275,"uuid":"914072033","full_name":"moussaidhicham/Detection-des-Objets","owner":"moussaidhicham","description":"Le projet **Détection et Segmentation d'Images** consiste à développer une **application interactive** dédiée à la détection et à la segmentation d'images en utilisant deux algorithmes complémentaires et performants : **Contours Actifs (Active Contour)** et **Transformée de Hough**. 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Contours Actifs (Active Contour)  \r\n- Implémentation du modèle **Chan-Vese** pour la segmentation des images.  \r\n- Utilisé pour détecter les objets ou les contours dans des images en se basant sur des propriétés régionales et structurelles.  \r\n\r\n### 2. Transformée de Hough  \r\n- Détection des **cercles** et des **lignes** dans des images.  \r\n- Cette méthode repose sur des techniques basées sur les gradients pour identifier des formes géométriques telles que les contours circulaires et linéaires.  \r\n\r\n## Objectifs du Projet :  \r\n- Fournir une solution efficace pour la **détection d'objets** et la **segmentation d'images**.  \r\n- Offrir une interface utilisateur interactive pour expérimenter avec ces algorithmes.  \r\n- Permettre l'analyse et la reconnaissance de formes dans des images pour des applications variées :  \r\n  - Analyse médicale.  \r\n  - Traitement d'images industrielles.  \r\n  - Reconnaissance de formes.  \r\n\r\n## Technologies Utilisées :  \r\n- **Langage** : Python  \r\n- **Bibliothèques** :  \r\n  - NumPy  \r\n  - Matplotlib  \r\n  - OpenCV  \r\n- **Interface Graphique** : Gradio  \r\n\r\n---\r\n\r\n## Comment Contribuer :  \r\nLes contributions sont les bienvenues ! Vous pouvez :  \r\n1. **Créer une issue** pour signaler un problème ou proposer une amélioration.  \r\n2. **Soumettre une pull request** avec vos modifications.  \r\n\r\n## License :  \r\nCe projet est sous licence [MIT](LICENSE).  \r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoussaidhicham%2Fdetection-des-objets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmoussaidhicham%2Fdetection-des-objets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmoussaidhicham%2Fdetection-des-objets/lists"}