Udemy – Mastering Advanced Deep Learning Pro Certification™

• Transfer Learning: Reduce training time by leveraging pre-trained models for specific tasks.
• Pre-trained Models: Use models like VGG and ResNet for feature extraction and fine-tuning.
• Evaluation Metrics: Evaluate models using metrics like accuracy, precision, recall, and F1-score.
• Loss Functions: Learn loss functions like cross-entropy for classification and MSE for regression.
• Computer Vision Basics: Study how AI processes and analyzes visual data for insights.
• Deep Learning in Computer Vision: Implement CNNs for tasks like image segmentation and detection.
• Object Detection: Apply YOLO, SSD, and Faster R-CNN for real-time object detection.
• Facial Recognition: Explore algorithms for face detection, analysis, and recognition systems.
• Motion Analysis and Tracking: Track objects and analyze motion using techniques like optical flow.
• 3D Vision: Reconstruct 3D structures and enable depth perception from 2D images.
• Applications of Computer Vision: Implement vision solutions in healthcare, retail, security, and AR/VR.

DOWNLOAD LINK: Udemy – Mastering Advanced Deep Learning Pro Certification™

Mastering_Advanced_Deep_Learning_Pro_Certification___.part1.rar – 2.0 GB
Mastering_Advanced_Deep_Learning_Pro_Certification___.part2.rar – 2.0 GB
Mastering_Advanced_Deep_Learning_Pro_Certification___.part3.rar – 869.0 MB

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