Deep Learning for Computer Vision Specialization

Advance Your Engineering Career with AI Skills. Learn practical deep learning techniques for computer vision
What you'll learn:
- Apply the full deep learning workflow to real-world projects like detecting parking signs
- Retrain common classification and detection models like ResNet and YOLO
- Train and calibrate specialized models known as anomaly detectors
- Generate synthetic training images and use AI-assisted auto-labeling to save time and money

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Advanced Deep Learning Techniques for Computer Vision (Coursera)

Apr 29th 2024
Advanced Deep Learning Techniques for Computer Vision (Coursera)
Course Auditing
Categories
Effort
Languages
Visual inspection and medical imaging are two applications that aim to find anything unusual in images. In this course, you’ll train and calibrate specialized models known as anomaly detectors to identify defects. You’ll also use advanced techniques to overcome common data challenges with deep learning. [...]
Apr 29th 2024
Course Auditing
44.00 EUR/month

Deep Learning for Object Detection (Coursera)

Apr 29th 2024
Deep Learning for Object Detection (Coursera)
Course Auditing
Categories
Effort
Languages
Detecting and locating objects is one of the most common uses of deep learning for computer vision. Applications include helping autonomous systems navigate complex environments, locating medical conditions like tumors, and identifying ready-to-harvest crops in agriculture.
Apr 29th 2024
Course Auditing
44.00 EUR/month

Introduction to Deep Learning for Computer Vision (Coursera)

Apr 29th 2024
Introduction to Deep Learning for Computer Vision (Coursera)
Course Auditing
Categories
Effort
Languages
Starting with zero deep learning knowledge, this foundational course will guide you to effectively train cutting-edge models for image classification purposes. From analyzing medical images to recognizing traffic signs, classification is important for many applications. Classification models also serve as the backbone for more complicated object detection models. [...]
Apr 29th 2024
Course Auditing
44.00 EUR/month