AWS Machine Learning

JULY 3, 2023

AV/ADAS teams need to label several thousand frames from scratch, and rely on techniques like label consolidation, automatic calibration, frame selection, frame sequence interpolation, and active learning to get a single labeled dataset. Ground Truth supports these features. First, we download and prepare the date for inference.

Calibration 115

Calibration APIs Scripts Automotive 115

AWS Machine Learning

OCTOBER 5, 2022

We explored nearest neighbors, decision trees, neural networks, and also collaborative filtering in terms of algorithms, while trying different sampling strategies (filtering, random, stratified, and time-based sampling) and evaluated performance on Area Under the Curve (AUC) and calibration distribution along with Brier score loss.

Calibration 110

Calibration Engineering Automotive Analytics 110

SmartKarrot

NOVEMBER 23, 2021

It uses API (Application Programming Interface) and user interface interaction to perform repetitive tasks, saving resources and ridding human workers from mundane tasks. Automotive industry. Drug production requires extremely precise calibration of equipment and measurement of the product. Life sciences.

Calibration 10

Calibration Automotive Big data Chatbots 10