AWS Machine Learning

FEBRUARY 2, 2023

Models were trained and cross-validated on the 2018, 2019, and 2020 seasons and tested on the 2021 season. Furthermore, we looked at the probability of a touchdown and probability plots to evaluate calibration. For more information on how to use GluonTS SBP, see the following demo notebook. k10 Baseline 0 4.074 9.62

Calibration 80

Calibration Engineering Big data Automotive 80

AWS Machine Learning

OCTOBER 5, 2022

With PPT data from the 2020-2021 season, we built a model to predict the likelihood that a face-off is occurring at a specified location given the average distance of each team to the location and the velocities of the players. At the end, we found that the LightGBM model worked best with well-calibrated accuracy metrics.

Calibration 96

Calibration Engineering Automotive Analytics 96

AWS Machine Learning

JULY 11, 2022

LiDAR is a key enabling technology in growing autonomous markets, such as robotics, industrial, infrastructure, and automotive. With a combination of optimal power and high performance, this sensor provides distance and calibrated reflectivity measurements at all rotational angles. LiDAR vehicle calibration. The LiDAR dataset.

Calibration 89

Calibration Engineering Automotive Technology 89