Usecases

Global Vegetation Photosynthesis

This project aims to use large-scale remote sensing data to monitor variations in vegetation photosynthetic carbon uptake from hourly to yearly timescales.

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Parameterized Earth System Model

This project aims to enhance wildfire simulations in current ESMs and support more effective wildfire management.

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Aerial Image Analysis

This project aims to identify individual trees across the United States using high-resolution aerial imagery and deep learning.

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Real-time Cow Detection and Tracking

This project develops a distributed video analytics framework for cattle farms. We aim to detect and track cow activities from multiple video streams (30FPS) at millisecond granularity.

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Object Detection for HoloLens

This project develops a millisecond-scale object recognition system for Microsoft HoloLens. We aim to increase the service time of the glass device by offloading computation tasks to edge servers without hurting user experience.

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