Global Certificate in Deep Learning for Enhanced Surveillance
-- ViewingNowThe Global Certificate in Deep Learning for Enhanced Surveillance is a comprehensive course designed to equip learners with essential skills in deep learning technologies, specifically for surveillance applications. This course is crucial in today's world, where safety and security are paramount.
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โข Introduction to Deep Learning: Understanding neural networks, activation functions, and backpropagation.
โข Convolutional Neural Networks (CNNs): Learning about CNN architecture, strides, padding, and pooling.
โข Deep Learning Frameworks: Exploring TensorFlow, Keras, PyTorch, and Caffe.
โข Object Detection: Implementing YOLO, SSD, and RetinaNet.
โข Facial Recognition: Utilizing deep learning for facial detection, alignment, and recognition.
โข Video Surveillance: Applying deep learning for object tracking, event detection, and anomaly detection.
โข Ethical Considerations: Examining privacy, bias, and transparency issues in deep learning for surveillance.
โข Emerging Trends: Discussing the future of deep learning in surveillance and security.
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