Description
Machine learning: course “Modern computer vision and generative artificial intelligence.” This advanced course explores the exciting world of computer vision and generative artificial intelligence using the KerasCV library in Python. Course highlights:
KerasCV library. We’ll start by leveraging the power of the KerasCV library, which easily integrates with popular deep learning backends such as TensorFlow, PyTorch, and JAX. KerasCV simplifies the process of writing deep learning code, making it accessible and user-friendly.
Image classification: basic methods for image classification. Learn how to use pre-trained models with just one line of code, and learn the art of fine-tuning these models to suit your specific datasets and applications.
Object Detection: Dive into the exciting world of object detection. Learn the art of using pre-trained models for object recognition tasks with minimal effort. Plus, learn how to fine-tune these models and learn how to create your own object detection datasets using LabelImg GUI software.
Generative AI with Stable Diffusion. Unleash the creative potential of generative AI with Stable Diffusion, a powerful text-to-image model developed by Stability AI. Explore its capabilities for generating images from input text and understand the benefits of KerasCV implementations, such as XLA compilation and mixed-precision support, that push the boundaries of output speed and quality.
What will you learn in the course “Machine Learning: Modern Computer Vision and Generative Artificial Intelligence”
- Computer Vision with KerasCV
- Image recognition and classification using pre-tested models and transfer learning
- Object recognition using pre-trained model and fine-tuning/transfer learning
- AND…
This course is suitable for people who
- This course is suitable for beginners and advanced students as well as professionals interested in learning computer vision using KerasCV.
Details of the course “Machine Learning: Modern Computer Vision and Generative Artificial Intelligence”
- Publisher: Udemy
- Instructor: Lazy Programmer Inc.
- Level of training: from beginner to advanced
- Training duration: 4 hours 6 minutes
- Number of courses: 29
Course Headings for 2024/5
Prerequisites for the course “Machine learning: modern computer vision and generative artificial intelligence”
course images
Example video course
installation instructions
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Download link
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size
1.6 GB