🤝 Oral Cancer Detection – Python / Deep Learning
A deep-learning project that analyses oral cavity images to detect and localise potential cancerous lesions using CNN architectures. It helps automate early screening by classifying images (benign vs malignant) and providing segmentation/localisation to assist clinicians and researchers.
Key Features
• Image preprocessing: ROI extraction, augmentation, normalization
• CNN classification (e.g., ResNet / EfficientNet) for malignancy prediction
• Segmentation module (U-Net style) to highlight affected regions
• Model evaluation with accuracy, precision, recall & confusion matrix
• Optional web interface for image upload and instant prediction
🔗 Explore the full project here:
Oral Cancer Detection – View Project
📢 Discover more projects:
https://t.me/Projectwithsourcecodes
#Python #DeepLearning #ComputerVision #OralCancer #HealthcareAI #MedicalImaging #CNN #UNet #MLProject #DataScience #AIForGood #ProjectShowcase
A deep-learning project that analyses oral cavity images to detect and localise potential cancerous lesions using CNN architectures. It helps automate early screening by classifying images (benign vs malignant) and providing segmentation/localisation to assist clinicians and researchers.
Key Features
• Image preprocessing: ROI extraction, augmentation, normalization
• CNN classification (e.g., ResNet / EfficientNet) for malignancy prediction
• Segmentation module (U-Net style) to highlight affected regions
• Model evaluation with accuracy, precision, recall & confusion matrix
• Optional web interface for image upload and instant prediction
🔗 Explore the full project here:
Oral Cancer Detection – View Project
📢 Discover more projects:
https://t.me/Projectwithsourcecodes
#Python #DeepLearning #ComputerVision #OralCancer #HealthcareAI #MedicalImaging #CNN #UNet #MLProject #DataScience #AIForGood #ProjectShowcase
📘 E-Learning Management System – Python
A web-based E-Learning Management System developed using Python that allows students and instructors to manage courses, materials, and progress online. It provides a user-friendly interface for uploading content, enrolling in courses, and tracking performance.
Key Features
• Course creation and management
• Student enrollment and progress tracking
• Upload study materials (PDFs, videos, notes)
• Quiz and assessment system
• Secure login for students and instructors
🔗 Explore the full project here:
E-Learning Management System – View Project
📢 Discover more projects:
https://t.me/Projectwithsourcecodes
#Python #ELearning #LearningManagement #EducationTech #WebApp #SourceCode #ProjectShowcase #Django #StudentPortal #OnlineLearning
A web-based E-Learning Management System developed using Python that allows students and instructors to manage courses, materials, and progress online. It provides a user-friendly interface for uploading content, enrolling in courses, and tracking performance.
Key Features
• Course creation and management
• Student enrollment and progress tracking
• Upload study materials (PDFs, videos, notes)
• Quiz and assessment system
• Secure login for students and instructors
🔗 Explore the full project here:
E-Learning Management System – View Project
📢 Discover more projects:
https://t.me/Projectwithsourcecodes
#Python #ELearning #LearningManagement #EducationTech #WebApp #SourceCode #ProjectShowcase #Django #StudentPortal #OnlineLearning