YOLO11 & YOLOv12: Object Detection & Web Apps in Python 2025

🚀 Course Title: YOLO11: Custom Object Detection & Web Apps in Python (2024)

🔥 Headline: Unlock the Power of AI: Master Custom Object Detection, Tracking, and Pose Estimation with YOLO11, and Craft Intelligent Web Applications using Flask and Streamlit! 🌟

Dive into the World of Advanced Computer Vision with YOLO11! 🎓

YOLO11 (You Only Look Once) is the cutting-edge evolution in object detection, heralded by Ultralytics as a leap forward in both speed and accuracy. It's the go-to solution for developers looking to implement robust computer vision applications. This course is your gateway to harnessing the power of YOLO11 and applying it to real-world scenarios.

Why Take This Course?

🔍 Explore the Latest in Object Detection: Get hands-on experience with the newest addition to the YOLO series, YOLO11, and understand its improvements over previous versions.

🛠️ Master Practical Applications: From detecting Personal Protective Equipment (PPE) to identifying potholes, recognizing human activities, classifying plants, and more, you'll learn to apply YOLO11 to a multitude of tasks.

🚀 Web Development Skills: Elevate your skill set by integrating YOLO11 with Flask to build dynamic web applications or use Streamlit for a seamless and interactive experience.

📊 Comprehensive Learning Journey: This course takes you from the basics of understanding YOLO11 to mastering advanced techniques like multi-object tracking, license plate detection, and pose estimation.

Course Highlights:

• What's New in Ultralytics YOLO11: A deep dive into the features and enhancements that set YOLO11 apart.

• YOLO11 for Object Detection, Instance Segmentation, Pose Estimation, and Image Classification: Step-by-step guidance on leveraging YOLO11's capabilities for a variety of tasks.

• Running YOLO11 Models: Learn to execute object detection, instance segmentation, pose estimation, and image classification with YOLO11 on both Windows and Linux systems.

• Evaluating Model Performance: Gain insights into testing, analyzing, and fine-tuning YOLO11 models for peak performance.

• Custom Dataset Training: Understand how to train a YOLO11 model on your custom dataset, demonstrated with practical examples like PPE detection.

• Instance Segmentation for Pothole Detection: Learn to apply YOLO11 to identify and categorize potholes from various angles and lighting conditions.

• Pose Estimation Fine-Tuning for Human Activity Recognition: Discover how to fine-tune YOLO11 for recognizing human activities and poses.

• Image Classification for Plant Classification: Explore the application of YOLO11 in classifying different types of plants with high accuracy.

• Multi-Object Tracking: Get familiar with state-of-the-art tracking algorithms, including Bot-SORT and ByteTrack, to track objects over time.

• License Plate Detection & Recognition: Master the techniques for detecting and recognizing license plates using YOLO11 in combination with EasyOCR.

• Building Web Apps with Flask and Streamlit: Learn to create interactive and responsive web applications that harness the power of YOLO11, making your apps smarter and more capable.

Join us on this journey to become a master of object detection and web application development using Python! 👨‍💻✨ Register now and transform your coding skills into AI-powered applications with YOLO11 and the full stack of Python tools. Let's build the future together!