Transformers Final Year Projects with Source Code
Transformers Final Year Projects for BE, BTech, ME, MSc, MCA and MTech final year engineering students. These Transformers projects give practical experience and help complete final-year submissions. All projects follow IEEE standards and each project includes source code, project thesis report, presentation, project execution and explanation.
Transformers Final Year Projects
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AMSeg A Novel Adversarial Architecture Based Multi-Scale Fusion Framework for Thyroid Nodule Segmentation
This project focuses on automatically detecting and outlining thyroid nodules in ultrasound images. The researchers developed a new deep learning method that can identify nodule boundaries even when the tissue is blurry or uneven. Their system, called AMSeg, performs better than existing methods and can replace manual segmentation. This could make thyroid disease diagnosis faster and more accurate in clinical settings. -
Bone Stick Image Classification Study Based on C3CA Attention Mechanism Enhanced Deep Cascade Network
This project focuses on classifying ancient bone sticks unearthed in China using artificial intelligence. It develops a deep learning model that can accurately identify fracture locations and colors on the bone sticks. The model uses advanced attention techniques to focus on important features and reduce background interference. As a result, it achieves high accuracy, making the classification of these historical artifacts much faster and more reliable. -
Automatic Voice Disorder Detection Using Self-Supervised Representations
This project focuses on automatically detecting voice disorders using advanced machine learning. It uses deep neural networks and a transformer model to distinguish between healthy and pathological speech. The system learns patterns from audio data and improves accuracy by using extra training data. It achieved over 93% accuracy, making it highly effective for diagnosing and monitoring voice problems.
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Transformers Project Synopsis & Presentation
Final Year Projects helps prepare Transformers project synopsis, including problem statement, objectives, existing system, disadvantages, proposed system, advantages and research motivation. We provide PPT slides, tutorials, and full documentation for presentations.
Transformers Project Thesis Writing
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