Remove Evaluation Remove Green Remove Train
article thumbnail

The most innovative architecture companies for 2025

Fast Company Tech

Software giant Autodesk created Total Carbon Analysis for Architects, a digital tool that makes the evaluation of embodied and operational carbon far simpler and more intuitive than it had been for most designers. A key element of the design is its green paseo, located on a former adjacent roadway, which hosts a weekly farmers market.

article thumbnail

The most innovative companies in economic development for 2025

Fast Company Tech

Michigan Central , an old train station converted into a 30-acre innovation campus in Detroit, opened its doors last July. With more than half of the planets mangrove forests at risk , programs that meld local, sustainable growth and conservation offer a new way to achieve green economic engines.

Develop 99
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Real-time tracking of wildfire boundaries using satellite imagery

Google Research AI blog

The visible channels (blue, green, and red) mostly show the triangular smoke plume, while the 3.85 Note the smoke plume in the visible channels (blue, green, and red), and the ring indicating the current burn area in the 3.85μm band. To evaluate our wildfire tracker model without such bias, we compared it against fire scars (i.e.,

Track 108
article thumbnail

Performer-MPC: Navigation via real-time, on-robot transformers

Google Research AI blog

The system is trained end-to-end via imitation learning to mimic expert demonstrations. Real-world robot navigation Although, in principle, Performer-MPC can be applied in various robotic settings, we evaluate its performance on navigation in confined spaces with the potential presence of people. Performer-MPC overview.

Time 135
article thumbnail

The Flan Collection: Advancing open source methods for instruction tuning

Google Research AI blog

The ability to reason on new tasks is mostly credited to training models on a wide variety of unique instructions, known as “instruction tuning”, which was introduced by FLAN and extended in T0 , Super-Natural Instructions , MetaICL , and InstructGPT. Counts for each are reported using task definitions from the respective works.

article thumbnail

End-to-End Bias Evaluation with DataRobot

DataRobot

In this post, we’ll walk you through an example of how to use DataRobot’s full suite of bias and fairness capabilities for end-to-end bias evaluation. We’ll be using a dataset that contains job applications and training a model to predict if the candidates were hired or not. Evaluating Bias by Using Per-Class Bias. Conclusion.

article thumbnail

PaLM-E: An embodied multimodal language model

Google Research AI blog

Such innovations have been possible due to the increase in availability of large scale datasets along with novel advances that enable the training of models on these data. Technically, PaLM-E works by injecting observations into a pre-trained language model. All parameters of the model can be updated during training.

Language 124