UrbanSim
Support planning and analysis of urban development, incorporating the interactions between land use, transportation, the economy, and the environment. Explore the effects of infrastructure and policy choices on community outcomes such as motorized and non-motorized accessibility, housing affordability, greenhouse gas emissions, and the protection of open space and environmentally sensitive habitats. Quickly configure and launch UrbanSim simulations harnessing cloud-based scalability. Deliver actionable insights regardless of in-house technical expertise. The block-level UrbanSim template comes ready to go with employment, household, and socioeconomic data for almost 400 Metropolitan Planning Organizations across the United States and street networks from OpenStreetMap to compute accessibility metrics.
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Parallel Domain Replica Sim
Parallel Domain Replica Sim enables the creation of high-fidelity, fully annotated, simulation-ready environments from users’ own captured data (photos, videos, scans). With PD Replica, you can generate near-pixel-perfect reconstructions of real-world scenes, transforming them into virtual environments that preserve visual detail and realism. PD Sim provides a Python API through which perception, machine learning, and autonomy teams can configure and run large-scale test scenarios and simulate sensor inputs (camera, lidar, radar, etc.) in either open- or closed-loop mode. These simulated sensor feeds come with full annotations, so developers can test their perception systems under a wide variety of conditions, lighting, weather, object configurations, and edge cases, without needing to collect real-world data for every scenario.
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Openredis
Provisioning an instance with openredis is fast and easy. We handle all the heavy lifting for you. Choose a plan which suits your needs, and upgrade to a bigger plan anytime. When you upgrade, a new instance will be provisioned for you, and will be synced with your existing one. Your old instance will be left running for 1 hour to ensure minimal downtime upgrades. For cases when imminent storms—or any sort of natural disasters—are expected to occur, we temporarily provision extra replicas across regions. Our mission is to provide the most reliable hosting service out there. All plans include a replica. Should your main instance go down, your backup replica is automatically promoted as the new master, and redundancy is restored within minutes.
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UrbanFootprint
Assess risk, understand markets, and make better decisions with the most powerful and comprehensive urban, climate, and community resilience data platform available anywhere. Assess existing conditions and land use down to the parcel level with granular urban, environmental, and mobility data. Analyze and intersect vulnerabilities, impacts, and policy interventions at the state, city, and neighborhood level. Evaluate the impacts of climate change and natural hazards on communities, resources, and infrastructure. Design the future with the next generation of urban and mobility planning using granular parcel, transport, and environmental data. Drive ESG reporting with effective, meaningful, data‑driven assessments of social and environmental impacts. Build more resilient and equitable communities with targeted climate, hazard, urban, and community vulnerability data.
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