Build Sarah – An Image Classification AI
Code an AI that is trained to detect and classify vehicles, animals, and other objects as you learn the core concepts underlying image classification and machine learning.
- 2.9 Hours of Video
- Certificate of Completion
- Source Code
- Closed Captions
- On-demand, 24/7 access
- 2.9 hours of video
- Certificate of completion
- Source code and PDF notes
- Closed captions
This course has been deprecated and is no longer supported. For our latest courses on computer vision, consider subscribing to our evergreen curriculums with a subscription package.
In this course we’ll be building an image classification Artificial Intelligence (AI) that can detect transportation vehicles, animals and other objects. We’ll train our AI with a dataset of images, and then give it new images which it will be able to classify.
We’ll begin by introducing the concept of image classification and Machine Learning. We’ll the cover the Nearest Neighbor Classifier technique and write a script to implement it. Then, we’ll move on to covering the k-Nearest Neighbor technique which provides a more generic approach to solving this problem. Parameters of our AI will be discussed and we’ll use Hyperparameter Tuning for that. To train our image we’ll use the CIFAR-10 Image Classification Dataset, which is broadly used in academia and the industry.
Your Courses, Your Way
All of our project-based courses are designed to be flexible – you can access courses 24/7 to fit them around your schedule, and choose the learning materials that suit you best.
You can even download your course videos and watch them offline using the Zenva app, available on iOS and Android.
Learn from World-Class Instructors
Our course instructors participate in elite developer programs and have been recognized for their demonstrated excellence in development and teaching.
That way, you can be confident that you’re learning the most up-to-date content from industry experts.
Interactive Lessons with Codemurai
Our unlimited access package comes with free access to all of the courses in our mobile app, Codemurai!
Available on iOS and Android, it’s full of interactive programming lessons and exercises so you can continue your learning on the go.
Achieve Real Results
Our community of 500,000+ learners and developers have used the skills learned with us to publish their own games and websites, land their dream jobs, and even start their own businesses – and you have the potential to do the same!
Check out what our learners think below:
“I love the lectures, concise course objectives, and how they not only teach you enough to get started, but prepare you for the advanced stuff later down the road.”
“With Zenva, I started learning a more accurate way to approach problems and develop solutions. It’s full of interesting topics that I love to learn in conjunction with my work.”
“I chose Zenva because of the large selection of topics and the fact that I can choose what courses I want to take whenever I want to take them. That level of freedom is unique to Zenva.”
“The Unity courses at Zenva helped me achieve a level of comfort with game development that I didn’t think was possible. They give you the confidence to expand your skills, and were so easy to understand.”
- Intermediate knowledge of using NumPy
- Intermediate knowledge of Python 3
OR access ALL Zenva courses with our subscription.
- Access all 200+ courses
- New courses added monthly
- Cancel anytime
- Certificates of completion