Postgraduate Certificate in Object Detection in Deep Learning
-- ViewingNowThe Postgraduate Certificate in Object Detection in Deep Learning is a comprehensive course that focuses on the essential skills required for implementing and applying deep learning techniques to object detection tasks. This course is critical for professionals seeking to stay updated with cutting-edge AI technologies that are transforming industries such as security, autonomous vehicles, and healthcare.
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โข Unit 1: Introduction to Deep Learning
โข Unit 2: Object Detection Concepts
โข Unit 3: Convolutional Neural Networks (CNNs)
โข Unit 4: Deep Learning Frameworks for Object Detection
โข Unit 5: Popular Object Detection Models (e.g. Faster R-CNN, YOLO, SSD)
โข Unit 6: Transfer Learning and Fine-Tuning
โข Unit 7: Data Augmentation for Object Detection
โข Unit 8: Evaluation Metrics for Object Detection
โข Unit 9: Real-World Applications of Object Detection
โข Unit 10: Current Trends and Future Directions in Object Detection
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