My past year with Jetson
In the past year, I have invested a lot of time and energy in learning and using NVIDIA Jetson. During this period, I used a variety of Jetson platforms including: Orin\Agx xavier\TX2\Nano, and mastered a variety of deep learning technologies such as TensorRT, CUDA, and YOLO.
At first, I was very new to these hardware and technologies, but over time, I learned how to use these tools to build powerful deep learning models. I learned how to use the YOLO algorithm to detect and recognize objects, how to use CUDA for efficient parallel computing, and how to use TensorRT to accelerate deep learning models.
By fusing these techniques with other systems like ROS, I was able to more easily build more complex and useful applications. In continuous practice, I have gradually mastered the core concepts and techniques of deep learning on the Jetson platform, which makes me very proud.
My present and future with Jetson
Recently, I have also explored some new application scenarios using the Jetson platform, such as autonomous driving, intelligent robots, and edge computing. In these projects, I was able to combine deep learning techniques with physical entities to achieve more intelligent and autonomous functions.
For example, in the field of autonomous driving, I used the Jetson AGX Xavier platform to build a deep learning based vehicle detection and tracking system that can accurately detect and track other vehicles on the road. In the field of robotics, I used the Jetson TX2 platform to build an autonomous navigation robot, which can recognize and avoid obstacles through deep learning models to achieve autonomous navigation.
These projects not only allowed me to apply deep learning techniques on the Jetson platform, but also gave me a deeper understanding of real-world physics problems. By combining these technologies with practical applications, I was able to build more practical systems and unleash the full potential of the Jetson platform.
I believe that in the future, the Jetson platform will be more and more widely used in various fields, and I will continue to learn and explore to create more amazing applications on the Jetson platform.