Lorenzo Martelletti Pix4D
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Pix4D is a software development company that creates Pix4Dmapper, leading professional mapping software for UAV, aerial, and ground imagery. Pix4Dmapper is used globally by thousands of professional surveyors, engineers, agronomists, and photogrammetrists. Pix4D also works with UAV manufacturers to ensure compatibility with leading sensors and autopilots. Their software allows both professional and prosumer drones to create accurate maps, models, and measurements that can be used for applications such as agriculture and construction.
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Guarda il video e scarica il documento in italiano sulle novità della release 2016 su:
http://www.planetek.it/news_eventi/archivio_news/2016/06/presentato_il_nuovo_power_portfolio_2016_di_hexagon_geospatial
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Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
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Lorenzo Martelletti Pix4D
- 1. Pix4D Innovating & Supporting Innovation Lorenzo Martelletti Sales & Marketing Director sUSB Expo, San Francisco, April 30, 2015
- 2. Pix4 D • Software development company • Pix4Dmapper software: leading professional mapping solution for UAV, Aerial and Ground Imagery • Headquarters in Lausanne, Switzerland • Offices in San Francisco and Shanghai • 40 people • Thousands of software licenses delivered globally
- 3. Pix4D in the Professional UAV Market • Serving professional surveyors, agronomists, engineers, photogrammetrists • Serving leading professional mapping UAV manufacturers on every continent
- 4. Professional-Grade Sensors & Avionics • Solution for camera rigs: speed, robustness • Multi-spectral UAV camera arrays • Aerial and ground oblique camera arrays • Compatibility with leading autopilots • Integration with mapping services
- 5. From Drone to Tractor • New Index calculator • New workflow, co-developed with senseFly • Radiometric calibration UI • Regions management • Index calculation (NDVI) • Classes with semantics (Interpretation) • Shapefile map export Fly + Process + Scout + Refine & Interpret + Output to Tractor
- 6. Pix4Dmapper Mosaic for 3D Robotics Platforms X8-M Aero-M • 3D Robotics Edition • For mapping professionals • Orthomosaics output • Linear/surface measurements • Pro 3DR Edition upgrade available • Sold in 3DR store
- 7. Emergence of Prosumer Drones • Platforms addressing video professionals & enthusiasts • Photogrammetry flight plan + platform + photogrammetry software Professional surveying tool
- 8. Prosumer and Professional UAVs in Mapping Prosumer Systems • Ease-of-use • Cost • Software enables accurate mapping Professional Systems • Highly accurate measurements • Application-specific design (sensors + sw) • Flight performance (survey area) • Ruggedness • Support Complementarity © senseFly
- 9. Pix4Dmapper Capture App • Proper overlapping • Precise geotagging • Quick 3D Preview on the Phone • Easy capture, easy mapping, fast response • Now for DJI platforms, coming soon: Bebop & Solo
- 10. Pix4Dmapper Mesh for DJI Platforms • DJI Edition • For • Communication professionals • Real estate/roofing professionals • Landscape architects • 3D Mesh output • Linear & surface measurements • Sold in DJI store (yearly rental)
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- 13. Conclusion • Serving UAV professional surveying and farming industry • Enabling prosumer drones to do professional mapping with desktop and cloud solutions • At the side of new 3D modelling professionals in an expanding UAV industry • Adapting the offering to enterprises with growing needs
- 14. Thank you sUSB Expo, San Francisco, Apri Lorenzo Martelletti Sales & Marketing Director lorenzo@pix4d.com
Editor's Notes
- We see today surveyors owning eBees and Phantom UAVs. We foresee professionals owning a variety of drones, in different mixtures. In the geospatial industry, a surveyor could have 1 RTK eBee for surveying areas of 2-10 km2, an Aeryon SkyRanger for thermal inspections, Phantoms and Solos for stockpile measurements and small construction sites surveying and monitoring.
- Pix4D has developed the Capture App to address the needs of professional geospatial users