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Understand how to move from "basic" to intermediate and advanced.
Most engineers are stuck in very basic 2D Computer Vision. In this journey, you will learn about Deep Learning, 3D, and Video Computer Vision.

Learn how to work with 3D sensors and process point clouds from LiDARs.
In this journey, you will discover LiDARs, point clouds processing, and then learn about Visual Fusion and 3D Deep Learning.

In this journey, you will learn about motion from frame to frame.
This is the Perception Engineer's essential, where you learn about Kalman Filters, Multi-Object Tracking, and at the most advanced level, 4D Perception.

This specialized journey takes you into the world of robotics and architecture of self-driving car software.
Here, you will learn about ROS 2, modular self-driving car architectures, protocols, and robotic algorithms like SLAM.

This is the ultimate AV 2.0 plan. Inside, you will learn not the basic CNN stuff, not the classical MLP and supervised approach, but everything you see among research labs and startups. HydraNets, Self-Supervised Learning, End-To-End, Transformers, and more...
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