Computer Vision For iOS Developers Course

Learn how to train Object Detection and Semantic Segmentation models for mobile, and integrate them into your app.
3.78 (54 reviews)
Udemy
platform
English
language
Operating Systems
category
instructor
Computer Vision For iOS Developers Course
6 797
students
2 hours
content
Feb 2020
last update
FREE
regular price

Why take this course?

🎓 Computer Vision For iOS Developers

🚀 Course Headline: Unlock the Power of Computer Vision in Your iOS Apps! 👨‍💻✨


Course Description:

Welcome, iOS developers, to the world of Computer Vision where your apps can see and understand the world like never before! This comprehensive course is designed to guide you through the fascinating journey of implementing advanced vision models, focusing on Object Detection and Semantic Segmentation. By the end of this course, you'll be equipped with the knowledge and skills to train powerful models that will breathe life into your iOS applications, enabling them to recognize objects and interpret scenes in real-time.

🧐 What You'll Learn:

  1. Foundations of Computer Vision: Understand the core concepts and how they form the backbone of modern image processing techniques.

  2. Object Detection & Semantic Segmentation: Discover the magic behind these technologies and learn how they can enhance user experience in your apps.

  3. Creating Image Datasets: Master the art of collecting and labeling datasets to train your models effectively using state-of-the-art tools.

  4. Image Dataset Augmentation: Enhance your dataset's robustness by learning techniques to increase its variability and improve model performance.

  5. Training Neural Networks: Dive into the environments and tools necessary for training machine learning models with a focus on efficiency and accuracy.

  6. CoreML & TFLite Integration: Learn how to seamlessly integrate the trained models into your iOS apps using CoreML, TensorFlow Lite, or any other framework of your choice.

  7. Real-world Projects: Bring it all together with two comprehensive projects that apply computer vision techniques in practical scenarios, showcasing the potential of your newly acquired skills.

Why This Course?

This course is crafted using the latest in AI education technology, provided by the innovative platform makeml.app. With hands-on projects and real-world applications, you'll not only understand the theory but also apply it to create impactful solutions.

Who Is This For?

This course is tailored for:

  • iOS developers eager to expand their skillset with Computer Vision capabilities.
  • Software engineers interested in AI and its practical implementations in mobile applications.
  • Data scientists looking to deploy models into real-world iOS apps.
  • Anyone passionate about the intersection of machine learning and iOS app development.

Course Highlights:

  • Practical Approach: Learn by doing with hands-on projects and exercises.
  • Industry-relevant Content: Apply your knowledge to solve real-world problems.
  • Expert Guidance: Gain insights from an experienced instructor, Alexey Korotkov, who brings a wealth of knowledge in computer vision and iOS development.
  • Community Support: Join a community of like-minded peers to share ideas, collaborate on projects, and grow together.

📆 Enroll Now to embark on this transformative learning journey and become an expert in integrating Computer Vision into iOS applications. Your future self will thank you for the skills you're about to master! 🚀


Key Takeaways:

  • Learn the Basics: Grasp the fundamentals of computer vision, object detection, and semantic segmentation.
  • Hands-on Experience: Train models with real datasets and integrate them into iOS apps using CoreML and TFLite.
  • Real-world Application: Complete two projects that demonstrate how to apply computer vision in practical contexts.
  • State-of-the-art Tools: Utilize the latest tools and environments for training neural networks effectively.
  • Integration Skills: Master the integration of AI models into native iOS applications for a smooth user experience.

🛠️ Get ready to transform your iOS apps with the power of Computer Vision! Enroll in the course today and join the ranks of developers who are leading the charge in this exciting field. 🌟

Course Gallery

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Related Topics

2760434
udemy ID
15/01/2020
course created date
20/02/2020
course indexed date
Lee Jia Cheng
course submited by
Computer Vision For iOS Developers Course - Free course | Comidoc