Top 5 Image Processing Projects for Final Year Computer Science Students | Final Year Project ideas
1. Facial Recognition System: Develop a system that uses image processing techniques to detect and recognize faces in photos or video streams. You can explore deep learning models for enhanced accuracy.
2. Medical Image Analysis: Create a project focused on analyzing medical images, such as X-rays or MRIs, to assist in diagnosing diseases or abnormalities. This could involve segmentation, feature extraction, and classification.
3. Image-based CAPTCHA Solver: Build a system that uses image processing algorithms to break CAPTCHAs, testing its effectiveness against various types of CAPTCHA challenges commonly used on websites.
4. Augmented Reality Filters: Develop an application that uses image processing to implement augmented reality filters, similar to those found on social media platforms, to add virtual elements to real-world images or videos.
5. Traffic Sign Recognition: Implement a system that can identify and classify traffic signs in images or video feeds. This could be applied to enhance autonomous vehicle navigation or assist drivers in real-time.
These projects offer a blend of practical application, technical challenges, and the opportunity to delve into cutting-edge technologies. Choose one that aligns with your interests and the specific requirements of your course and the technical skills.
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