EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hugging Face Blog·Jul 28·5 min read
The OlmoEarth Platform: Geospatial inference at planetary scale
TL;DR
OlmoEarth is a platform for large-scale geospatial inference, utilizing 10 terabytes of satellite data to support environmental monitoring. It enables organizations to efficiently process and analyze satellite imagery for applications like deforestation and food security.
✦ Why It Matters
Explore how the OlmoEarth Platform can enhance your organization's environmental monitoring capabilities today.
Key Takeaways
- Utilize the OlmoEarth Platform for efficient environmental monitoring.
- Leverage parallel processing to speed up geospatial data analysis.
- Implement automated model runs for timely insights.
- Explore cloud-optimized formats for better data handling.
How It Works
The OlmoEarth Platform processes satellite imagery by dividing tasks into three stages: data acquisition, inference, and postprocessing. Each stage is optimized for specific hardware, allowing for efficient use of CPUs for data handling and GPUs for model inference.
This division enables parallel processing across thousands of compute instances, significantly speeding up the overall processing time.