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Natural State Documentation
  • AGOL Data Workflows
    • Extract data from GEE
    • Import to GDBs
    • Upload to AGOL
    • Non-standard layers
    • AGOL_Azure Blob_Connection
    • GEE_Azure Blob_Connection
  • Analyses
  • Natural State (NS) Applications
    • WSL2 Application
    • VS Code Application
    • Docker Application
    • Helm Application
    • Data Build Tool (DBT)
  • Azure
    • Azure Storage Creation
    • Azure Blob Storage Container Creation
    • Creating a Databricks Secret Scope
  • Azure Machine Learning - BirdNet
    • Setup Instructions
    • Pipeline Architecture
    • Developer Guidelines
    • Usage
    • Troubleshooting
  • Azure Machine Learning BirdNet - Training
    • Setup Instructions
    • Pipeline Architecture
    • Development Guidelines
    • Usage
  • CVAT
    • Data Annotation Process
    • Assigning tasks
    • Automatic annotation
  • Data build tool
    • Installation
    • Activation
    • Defining data models
    • Documentation
    • Models in dbt
    • Running models
    • Generating project documentation
    • Other dbt commands
  • Annotation Platform
    • Kubernetes
    • CI/CD
  • Data Standards
    • Data Ingress & Egress
    • Data Tiers
  • Data Visualization
    • Data Visualization using Docker
    • Data Visualization using Helm
  • Databricks
    • Introduction
    • Workspace browser
    • Catalog
    • Workflows
    • Compute
    • SQL Editor
    • Queries
    • Dashboards
    • Alerts
    • Query history
    • SQL Warehouses
    • End-to-end Databricks project
    • Deploying Jobs
  • Design Documents
    • Bird Point Counts
    • LLBN Carbon-Biodiversity Project
    • Regenerative Grazing Experiments at Kupona Farm
    • Oblique Aerial Surveys
    • Rangeland Baseline Survey
    • Arid Biocredit Pilot
    • Before-After Control-Impact Survey of Elephant Exclosures
    • Carbon Pool Plots
  • Glossary
    • NS Glossary
  • Home
  • Kutuma
    • Kutuma Installation
    • Kutuma Usage
    • Kutuma on Azure
  • Lakehouse
    • Initial Setup
    • Github
    • Great Expectations
    • Data Ingestion
    • New Great Expectations Format
    • New Data Ingestion Process
    • Great Expectations (GX) Validation
    • ArcGIS Online Settings
    • Versioning
    • Data ingestion in staging
    • Reference for data ingestion
  • Azure Machine Learning - MegaDetector
    • Setup Instructions
    • Pipeline Architecture
    • Development Guidelines
    • Usage
    • Troubleshooting
  • XPrize ML Classification
    • VS Code Setup
    • Docker Setup
    • Rancher-Desktop Setup
    • XPrize Machine Learning (ML) Classifiers
    • Overview of Docker `run` command
    • Transfering from SD Card to Kutuma through External Drive
    • Running Classifiers on External Drive
    • Troubleshooting
  • Object Detection
    • ∞
  • Azure Machine Learning - Permissions
    • Groups
    • Roles
    • Dependencies
    • Commands
  • Azure Machine Learning - Post-processing
    • BirdNet - Post-Processing
    • MegaDetector - Post-Processing
  • Setup Python for a project
  • Setup VS Code
  • Species Classification
    • Data Preparation
    • Data Aggregation
    • Data Download
    • COCO Annotation
    • JSONL Conversion
    • Datastore
    • Training
    • Inference
    • Nuclio
  • Standard Operating Procedures
    • Rangelands passive acoustic monitoring of biodiversity
    • Below ground AudioMoth testing
    • Bird point counts
    • LLBN carbon-biodiversity project
    • Rangelands camera-trapping of medium and large mammals
    • Rangelands invertebrate pitfall trap survey
    • Rangelands invertebrate pitfall trap survey lab processing
    • Arid lands passive acoustic monitoring of biodiversity
    • Arid lands camera-trapping of medium and large mammals
    • Arid lands vegetation monitoring
    • Arid lands soil carbon monitoring
  • Azure Machine Learning - Terraform
    • Azure Container Registry (ACR)
    • Compute Cluster
    • ADLS Data Store
    • Blob Storage Data Store
    • File Shares Data Store
    • Key Vault
    • Resource Groups
    • Role Assignments
    • Workspace
    • ADLS Data Store
    • Blob Storage Data Store
    • File Shares Data Store
  • uKweli Impact Portal
    • Kubernetes
    • CI/CD
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