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نظام تحديد الهوية البيومترية المحسن بالاعتماد على بصمات الاصابع باستخدام النماذج التجميعية للتعلم العميق == Enhanced Fingerprint - Based Biometric Identification System Using Ensemble Deep Learning Models
Author name:
ساجدة جابر حبيب
Supervisor name:
عبد الوهاب سامي ابراهيم
General topic:
Computer Science
Specific topic:
Computer Science
Degree:
Master
University:
Mustansiriyah University - Faculty Of Education
Language:
English
University location:
Baghdad
Key words:
- Fingerprint Recognition using CNN
- Related Works
- Problem Statement
- Fingerprint Identification System
- Fingerprint Characteristics and Patterns
- Benefits of Fingerprint Recognition Systems
- Limitations of Fingerprint Recognition Method
- Convolution Neural Network (CNN)
- Methods for Transfer Learning
- Categorical Crossentropy
- Training Models for Fingerprint Recognition Tasks
- AlexNet Model
- ResNet50 Model
- ResNet101 Model
