Visual Perception for Self-Driving Cars
Completed by Ayan Roy Chowdhury
March 28, 2022
31 hours (approximately)
Ayan Roy Chowdhury's account is verified. Coursera certifies their successful completion of Visual Perception for Self-Driving Cars
What you will learn
Work with the pinhole camera model, and perform intrinsic and extrinsic camera calibration
Detect, describe and match image features and design your own convolutional neural networks
Apply these methods to visual odometry, object detection and tracking
Apply semantic segmentation for drivable surface estimation
Skills you will gain
- Category: Linear Algebra
- Category: Model Training
- Category: Image Analysis
- Category: Machine Learning Algorithms
- Category: Deep Learning
- Category: Convolutional Neural Networks
- Category: Robotics
- Category: Computer Vision
- Category: Model Evaluation
