28 docs tagged with "Digital Agriculture"

A collaborative machine learning platform for agricultural data analysis and model training with privacy-preserving features.

Explanation for Food Security Sandbox. A collaborative machine learning platform for agricultural data analysis and model training with privacy-preserving…

How-To Guides for Food Security Sandbox. A collaborative machine learning platform for agricultural data analysis and model training with privacy-preserving…

Tutorials for Food Security Sandbox. A collaborative machine learning platform for agricultural data analysis and model training with privacy-preserving…

The GNN Food Flow Portal is a Streamlit web app for exploring county-level U.S. food-flow predictions from the GNN FoodFlow Model. Version 1.2.0 includes the original parallel SCTG-specific model exploration workflow plus a new multi-task GNN what-if portal for one-to-one and one-to-many county scenario analysis.

Explanation for GNNFoodFlowPortal. The GNN Food Flow Portal is a Streamlit web app for exploring county-level U.S.

How-To Guides for GNNFoodFlowPortal. The GNN Food Flow Portal is a Streamlit web app for exploring county-level U.S.

Tutorials for GNNFoodFlowPortal. The GNN Food Flow Portal is a Streamlit web app for exploring county-level U.S.

Harvest is a tool designed to allow multiple types of stake holders in the digital agriculture space further their own unique goals from research to increases of the bottom line. Harvest allows for the creation of pipelines where users can preprocess their data, train models on HPC resources, infer on models to get insights on farm fields, and some visualizations to give an at a glance understand of what is happening on the field.

Tutorial for Harvest. Harvest is a tool designed to allow multiple types of stake holders in the digital agriculture space further their own unique goals from…

A browser-based workflow builder for the full ML lifecycle: wire up a pipeline in

Explanation for No-Code Workflow Studio. A browser-based workflow builder for the full ML lifecycle: wire up a pipeline in a drag-and-drop canvas — data…

How-To Guides for No-Code Workflow Studio. A browser-based workflow builder for the full ML lifecycle: wire up a pipeline in a drag-and-drop canvas — data…

Tutorials for No-Code Workflow Studio. A browser-based workflow builder for the full ML lifecycle: wire up a pipeline in a drag-and-drop canvas — data…

The Decentralized Microservice Drone System for Digital Agriculture is a distributed, scalable platform designed to orchestrate autonomous drone operations for agricultural field missions. The system captures, processes, and analyzes aerial imagery and video data to support precision agriculture, crop monitoring, and field management operations.

How-To Guides for OpenPass. The Decentralized Microservice Drone System for Digital Agriculture is a distributed, scalable platform designed to orchestrate…

Tutorials for OpenPass. The Decentralized Microservice Drone System for Digital Agriculture is a distributed, scalable platform designed to orchestrate…

This tapis ui extension enables additional icicle specific branding and tabs on tapisui.

Explanation for TapisUI. This tapis ui extension enables additional icicle specific branding and tabs on tapisui.

How-To Guides for TapisUI. This tapis ui extension enables additional icicle specific branding and tabs on tapisui.

This project provides an open-source orchestration engine designed to automate and scale the transformation of raw Unmanned Aerial Systems (UAS) imagery into structured, AI-ready datasets for agricultural research.

Explanation for UAS-Orchestration-Engine. This project provides an open-source orchestration engine designed to automate and scale the transformation of raw…

How-To Guides for UAS-Orchestration-Engine. This project provides an open-source orchestration engine designed to automate and scale the transformation of raw…

Tutorials for UAS-Orchestration-Engine. This project provides an open-source orchestration engine designed to automate and scale the transformation of raw…

A Hugging Face custom pipeline using Transformers model for county-level corn yield estimation using multi-temporal weather observations and static soil properties.

Explanation for Yield Estimation. A Hugging Face custom pipeline using Transformers model for county-level corn yield estimation using multi-temporal weather…

How-To Guides for Yield Estimation. A Hugging Face custom pipeline using Transformers model for county-level corn yield estimation using multi-temporal…

Tutorials for Yield Estimation. A Hugging Face custom pipeline using Transformers model for county-level corn yield estimation using multi-temporal weather…