Enroll Course: https://www.udemy.com/course/django-ai-app/
If you’re interested in developing high-precision AI applications for image classification using Django and TensorFlow, the 【画像判定AIアプリ開発パート2】 course on Udemy is an excellent choice. This course is a continuation of previous TensorFlow and Keras-based AI model development courses, specifically focusing on creating a web application that can identify objects in images such as cars and bikes with impressive accuracy. The course offers a step-by-step guide to building a robust web app using Django 2.2, Bootstrap4 for styling, and transfer learning with VGG-16 to enhance model accuracy, achieving 100% precision in the case of cars and bikes.
What makes this course stand out is its practical approach. You will learn not only how to build and train image classification models but also how to integrate them into a web application, enabling real-world deployment. The updated content includes modifications to run TensorFlow 2’s built-in Keras without additional installations, making the process smoother.
The course covers essential topics such as environment setup, data collection and preprocessing, CNNs and transfer learning, model saving, and deploying the model via Django. Additionally, it emphasizes styling and user interface improvements using Bootstrap4, making your web app user-friendly and visually appealing.
For those who have completed the TensorFlow introduction or Keras image classification courses, this course offers a practical next step to deepen your understanding and skills. It’s suitable for learners interested in expanding into natural language processing, reinforcement learning, GANs, and other deep learning areas.
Please note, a stable internet connection and decent hardware are recommended for smooth operation. The instructor is responsive to questions and provides support through the course Q&A section. If you prefer text-based learning, alternative options like TechPit are suggested.
Overall, I highly recommend this course for aspiring AI developers who want to create practical, real-world applications using state-of-the-art techniques in image recognition and web deployment. Whether you’re a beginner or intermediate learner, this course provides valuable skills for your AI toolkit.
Enroll Course: https://www.udemy.com/course/django-ai-app/