Enroll Course: https://www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/
The ‘Computer Vision Bootcamp with Python: YOLO, SAM & RF-DETR’ offered on Coursera is a highly comprehensive and practical course designed for aspiring computer vision enthusiasts and professionals alike. Covering cutting-edge topics such as YOLO-NAS for object detection, the Segment Anything Model (SAM) for image segmentation, and integrating these with powerful frameworks like Flask and Streamlit, this course provides a well-rounded learning experience.
One of the standout features of this course is its hands-on approach, enabling students to work on over 16 real-world projects. These projects range from vehicle counting and license plate recognition to face detection, PPE detection, and even vegetable recognition with recipe generation using ChatGPT. Such diverse projects ensure that learners can apply their knowledge to practical, real-world scenarios.
The course also delves into web app development, teaching students how to deploy their computer vision models on web platforms using Flask and Streamlit. The integration of Streamlit with YOLO-NAS for creating interactive apps, such as vehicle counters and face blurring tools, is particularly valuable for those looking to showcase their projects or develop real-time applications.
Furthermore, the inclusion of ChatGPT integration to generate articles and assist in project documentation extends the course’s utility beyond just technical implementations. The segment on SAM for image segmentation complements the object detection modules, providing a holistic understanding of modern computer vision techniques.
I highly recommend this course to anyone interested in deep learning and computer vision, especially those who want practical, project-based learning combined with web application deployment skills. Whether you’re a beginner aiming to get started or an intermediate learner looking to deepen your understanding of state-of-the-art models, this course offers valuable insights and hands-on experience to elevate your skills.
Enroll Course: https://www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/