Embark on an enriching academic journey with our meticulously curated selection of MTech | B.Tech | Ph.D project topics in Computer Science for 2024. Aligned with trending IEEE base papers, this compilation serves as a guiding light for MTech enthusiasts seeking innovative projects accompanied by concise abstracts and associated base papers.
This project proposes a hybrid face recognition method combining CNNs with HOG, SIFT, Gabor, and Canny feature extraction techniques, enhancing accuracy under variations like lighting and pose using optimized activation and training functions.
This project models an AI-based enterprise callbot using NLP and machine learning algorithms. SVM achieved the best performance, significantly improving cost efficiency, response time, and service quality compared to human agents.
This project enhances road defect detection by optimizing YOLOv5s, reducing parameters, improving feature fusion with an SPPF module, and integrating attention mechanisms—achieving faster, accurate detection with better efficiency, despite limited generalization
This project uses a U-Net-based CNN with a ResNet-34 encoder for automated pavement crack segmentation, reducing feature engineering needs and improving accuracy. A one-cycle learning rate schedule accelerates training convergence effectively.