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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⢠Unit 1: Introduction to Deep Learning
⢠Unit 2: Object Detection Concepts
⢠Unit 3: Convolutional Neural Networks (CNNs)
⢠Unit 4: Deep Learning Frameworks for Object Detection
⢠Unit 5: Popular Object Detection Models (e.g. Faster R-CNN, YOLO, SSD)
⢠Unit 6: Transfer Learning and Fine-Tuning
⢠Unit 7: Data Augmentation for Object Detection
⢠Unit 8: Evaluation Metrics for Object Detection
⢠Unit 9: Real-World Applications of Object Detection
⢠Unit 10: Current Trends and Future Directions in Object Detection
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