Picterra Platform screenshots

Picterra Platform

Turn geospatial imagery data into powerful deep learning models

Detect objects, patterns, and change faster than ever before by managing the entire geospatial ML pipeline with our cloud-native platform.

why picterra

Experience the future of machine learning with Picterra and revolutionize your data-driven workflows

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faster

Leap into the future of unparalleled efficiency with Picterra. Our platform revolutionizes the production of scalable machine learning models, transforming months into days. Streamline your workflow, save valuable time, and achieve unmatched speed.

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less training data

Maximize your data’s potential with our smart annotation toolkit, intuitive UI, and advanced data curation tools. Train your custom models directly on your data with Picterra, reducing training data requirements by an astounding 99% while boosting accuracy and performance.

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larger scale

Embrace the vastness of geospatial analysis with ease. With Picterra, run country-scale analysis in a matter of hours, at the click of a button. Our fully automated model production deployment handles massive datasets effortlessly, enabling comprehensive insights at an unprecedented scale.

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less expensive

Unleash the power of deep learning models without the hefty price tag. Picterra provides a cost-effective solution that significantly cuts your expenses, eliminating the need for expensive data science services. Harness cutting-edge technology across your organization in a wallet-friendly way.

interactive demos

Try our interactive tours

Get a sneak peek of Picterra platform and explore intuitive interface, models creation, training and production environment and more.

Discover real-time collaboration on the Picterra platform & see first hand how you can combine deep learning expertise with operational know-how for unparalleled results.

Explore how Picterra and ArcGIS Pro work together, elevating your geospatial workflows with enhanced efficiency.

Key features

Lead the way with powerful platform features & capabilities

By combining a no-code approach, a user-friendly interface, seamless scalability and cutting – edge machine learning technology, Picterra accelerates the development of full-scale ML projects.

Data Management - Picterra platform Geospatial deep learning simplified
Picterra Platform UI

Object detection

Organize, prepare, & store your data

  • Analyze and consolidate your EO imagery libraries from satellite, drone, and aerial sources in one platform.
  • Process optical RGB and multispectral imagery including false color, thermal, SAR, NIR, and height maps.
  • Upload imagery directly via the web interface or import from a local server, cloud storage, or ArcGIS Image, WMS and XYZ servers.
  • Enrich data to strengthen models with advanced GIS pre-processing and post-processing tools in just a few clicks.

eGuide

The ultimate guide to satellite imagery
Read eGuide

Product video

Feature spotlight: Picterra advanced tools
Watch the video

Blog

Introducing ArcGIS Image Server integration with Picterra
Read the article

Object detection

Autonomously create & deploy ML models at scale

With Picterra you can create a scalable system to operate geospatial machine learning models in production and continuously develop them. Create deep learning models quickly and efficiently with help of smart annotation toolkit and user friendly UI. Leverage state of the art machine learning models architecture with the ability to customize the algorithms to your specific needs and benefit from best-in-class support from our team of experts.

Lead the way with powerful platform features and capabilities:

  • Accelerate model creation and production deployment by relying on a thoroughly tested and optimized standard detector settings.
  • Experiment with advanced model settings such as backbone model, training tile size, or background sampling ratio.
 
  • Custom deep learning architecture optimized for geospatial imagery.
  • GPU backed auto-scaling infrastructure enabled by Kubernetes with adjustable capacity to ensure predictable and efficient processing. Allows users for fast prototyping and large scale inference.

Get insights into how your model is performing, understand accuracy across multiple classes and analyze your model behavior.

  • Assess performance of your model.
  • Compute accuracy score with the help of representative accuracy areas and example regions your model will run on when deployed at scale.

Intuitive model training toolbar that helps you structure all the steps required to create, train and deploy your custom model.

  • Easy to use web UI for no-code ML model training
  • Import existing data using the API and advanced detector settings.
  • Run your model on an entire image library with one click thanks to fully automated model production deployment.
  • Draw or upload existing detection areas.
  • Ensure fast and accurate detectors by customizing the shape and size of detection areas. Useful when monitoring linear objects (e.g., railways, roads, rivers) or AOI scattered within the imagery.
  • Assign up to 10 classes in a single detector (instance & semantic segmentation).
  • Achieve efficient and faster workflows when working with sub-classification or sub-categorization of objects within a specific class.
The comparative change detection analysis
Mining report - Picterra platform Geospatial

Change detection

Navigate change detection challenges with precision and efficiency

  • Explore different ways to solve your change detection challenges in Picterra – from detecting subtle changes in objects movements or appearance, land patterns shifts to exploring comprehensive transformations across terrains.
  • Benefit from a robust toolkit for rapid development of specialized change detection models, streamlined annotations and efficient algorithm training, as well as meticulous change analysis.

Landing page

Navigating change detection with Picterra
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Guide

What is change detection
Download the guide

Blog

Picterra pioneers revolutionary change detection technology for geospatial imagery
Read the article
Dataset recommendations - Picterra platform Geospatial deep learning simplified
Picterra Detector insights overview

Detector insights

Boost model accuracy & quality with powerful detector insights tools

  • Explore your data variability with a Dataset Recommendation report to reveal visual patterns in the dataset and automatically pinpoint areas for additional annotation to improve model training coverage

  • Seamlessly iterate & enhance your model performance with help of powerful detector insights tools – localized results warnings, accuracy scoring, model confidence maps or improved area of interest (AOI) management

Product video

Feature spotlight: Detector insights
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Blog

Boost geoAI model performance: Picterra's new tools for improved accuracy & insights
Read the article

Interactive tour

Explore Dataset Recommendation report in an interactive tour
Take guided tour
Report - Picterra platform Geospatial
Picterra Quality control

Results

Present compelling results & visualize your findings

  • Extract valuable insights from the detections delivered by your models and visualize them as interactive web or change monitoring reports.

  • Simplify the process of reviewing, editing, and refining your detection results with streamlined quality control

  • Ensure reports are easily accessible to all stakeholders within or outside an organization by sharing a link which does not require a Picterra account to view.

Blog

Manage geoAI model insights & results more effectively with Picterra platform updates
Read the article

Interactive tour

Explore our detection results' interface in an interactive tour
Take guided tour
Esri ArcGis pro integration - Picterra platform Geospatial deep learning simplified
FME

Integrations

Take your work further

  • Use the REST or Python API and integrate Picterra capabilities directly into your applications to seamlessly extend and enrich your workflows.
  • Facilitate faster execution and automation of a range of tasks and run them at scale, e.g., upload georeferenced images (from local or remote servers) to Picterra, import object annotations or detection areas or train detectors.
  • Develop solutions and customized dashboards that leverage the power of Picterra’s machine learning.
  • Integrate Picterra into your own solutions

Landing page

Enrich existing workflows
Visit the page

Webinar

Esri ArcGIS Pro integration workshop
Watch on-demand

Webinar

Improve the accuracy & availability of spatial data with AI & FME
Watch on-demand

Interactive tour

Explore how Picterra and ArcGIS Pro work together in our interactive tour
Take the tour

Press

Picterra now available on the Esri ArcGIS marketplace
Read the article

Press

Picterra becomes a Silver Partner in the Esri Partner Network
Read the article

Toolbox

Streamline and simplify geospatial workflows with access to the most common GIS tools in just a few clicks and build more accurate models by enriching them with diverse data.

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Collaboration

Discover real-time collaboration on the Picterra platform & see first hand how you can combine deep learning expertise with operational know-how for unparalleled results.

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Magic wand

Expedite the annotation process through the aid of our AI magic wand, powered by Meta AI’s Segment Anything Model (SAM). This innovation enables one-click annotation of land patterns or objects, significantly simplifying the annotation work.

Split screen

Platform feature that splits your imagery into two halves. One side presents the “before” image, while the other showcases the “after” image (with customizable order). Annotations on one side seamlessly populate on both images, streamlining your workflow.

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Start using Picterra

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