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<title>Multispectral and Thermal — OpenDroneMap 3.5.6 documentation</title>
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<li class="toctree-l1"><a class="reference internal" href="../installation/">Instalasyon at Paano Simulan</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="../installation/#quickstart">Quickstart</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../installation/#hardware-recommendations">Hardware Recommendations</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../installation/#installation">Installation</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../installation/#windows">Windows</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-1-check-virtualization-support">Step 1. I-check Virtualization Support</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-2-install-requirements">Step 2. Install Requirements</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-3-check-memory-and-cpu-allocation">Step 3. I-check ang Memory at CPU Allocation</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-4-download-webodm">Step 4. Download WebODM</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-4-launch-webodm">Step 4. Launch WebODM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../installation/#macos">macOS</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#id1">Step 1. I-check Virtualization Support</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#id2">Step 2. Install Requirements</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#id3">Step 3. I-check ang Memory at CPU Allocation</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-4-download-and-launch-webodm">Step 4. I-download at i-launch ang WebODM</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../installation/#linux">Linux</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-1-install-requirements">Step 1. Mga kailangan bago maginstall.</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-2-check-additional-requirements">Step 2. I-check ang mga karagdagan na requirements</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-3a-download-and-launch-webodm-with-webodm-sh-call-of-docker-compose">Step 3a. Download and Launch WebODM with webodm.sh call of docker compose</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../installation/#step-3b-alternatively-start-via-docker-compose-without-webodm-sh">Step 3b. Alternatively, start via docker compose without webodm.sh</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../installation/#basic-commands-and-troubleshooting">Basic na mga cCommands at Troubleshooting</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../installation/#hello-webodm">Hello, WebODM!</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../installation/#running-on-more-than-one-machine">Pagpapatakbo sa dalawa o mas marami pang machine</a></li>
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</ul>
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</li>
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</ul>
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</li>
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</ul>
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<ul class="current">
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<li class="toctree-l1"><a class="reference internal" href="../tutorials/">Mga Tutoryal</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="../tutorials/#creating-high-quality-orthophotos">Paglikha ng Mataas na Kalidad ng Orthophotos</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../tutorials/#creating-digital-elevation-models">Paglikha ng Digital Elevation Models</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../tutorials/#using-potree-3d-viewer-module-on-webodm">Using Potree 3D viewer module on WebODM</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#cameras">Cameras</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#textured-model">Textured model</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#appearance">Appearance</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#point-budget">Point budget</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#field-of-view">Field of view</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#eye-dome-lighting">Eye Dome-lighting</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#background">Background</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#other">Other</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#tools">Tools</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#measurement">Measurement</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#clipping">Clipping</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#navigation">Navigation</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#scene">Scene</a></li>
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</ul>
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<li class="toctree-l2"><a class="reference internal" href="../tutorials/#measuring-stockpile-volume">Measuring stockpile volume</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#fieldwork-planning">Fieldwork planning</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#flight-pattern">Flight pattern</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#flight-height">Flight height</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#gcps">GCPs</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#processing-parameters">Processing parameters</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#measuring">Measuring</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#expected-accuracy">Expected accuracy</a></li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../tutorials/#using-docker">Using Docker</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#listing-docker-machines">Listing Docker Machines</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#accessing-logs-on-the-instance">Accessing logs on the instance</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#command-line-access-to-instances">Command line access to instances</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#cleaning-up-after-docker">Cleaning up after Docker</a></li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../tutorials/#using-odm-from-low-bandwidth-location">Paggamit ng ODM para sa low-bandwidth na lokasyon.</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#what-is-this-and-who-is-it-for">Ano ito at para kanino ito?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#steps">Steps</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#install">Install</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#prep-data-and-project">Prep data and project</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#resize-droplet-pull-pin-run-away">I-resize ang droplet, hatakin ang pin at i-proseso ito.</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#after-it-finishes-assuming-you-survive-that-long">Matapos ang lahat (assuming na ikaw ay nagsurvive ng ganoon katagal)</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../tutorials/#advanced">Advanced</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#calibrating-the-camera">Pag-kalibrate ng Camera</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#using-image-masks">Using Image Masks</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#using-singularity">Using Singularity</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#build-singularity-image-from-docker-image">Build Singularity image from Docker image</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#using-singularity-sif-image">Using Singularity SIF image</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#clusterodm-nodeodm-slurm-with-singularity-on-hpc">ClusterODM, NodeODM, SLURM, with Singularity on HPC</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../tutorials/#development-and-testing-of-odm">Development and testing of ODM</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#fork-and-clone-repository">Fork and clone repository</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#set-up-local-nodeodm-docker-instance">Set up local NodeODM docker instance</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#modify-code">Modify code</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#connect-to-nodeodm-instance">Connect to NodeODM instance</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../tutorials/#install-and-use-changes">Install and use changes</a></li>
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</ul>
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</li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../arguments/">Mga Opsyon at Tanda</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/3d-tiles/">3d-tiles</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/align/">align</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/auto-boundary/">auto-boundary</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/auto-boundary/#what-is-auto-boundary">What Is Auto-Boundary?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/auto-boundary/#when-is-auto-boundary-helpful">When Is Auto-Boundary Helpful?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/auto-boundary/#why-would-one-use-auto-boundary">Why would one use auto-boundary?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/auto-boundary/#example-images">Example Images</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/auto-boundary/#true-auto-boundary">True: <code class="docutils literal notranslate"><span class="pre">--auto-boundary</span></code></a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/auto-boundary/#false-null">False: <code class="docutils literal notranslate"><span class="pre">null</span></code></a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/auto-boundary-distance/">auto-boundary-distance</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/bg-removal/">bg-removal</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/boundary/">boundary</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/boundary/#what-is-boundary-geojson">What is Boundary [GeoJSON]?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/boundary/#when-is-boundary-geojson-appropriate">When is Boundary [GeoJSON] appropriate?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/boundary/#why-would-one-use-boundary-geojson">Why would one use Boundary [GeoJSON]?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/boundary/#how-would-one-create-boundary-geojson">How would one create Boundary [GeoJSON]?</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/boundary/#geojson-io">GeoJSON.io</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/boundary/#qgis">QGIS</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/boundary/#example-images">Example Images</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/boundary/#true-boundary-geojson-point-cloud">True: <code class="docutils literal notranslate"><span class="pre">--boundary</span> <span class="pre">[GeoJSON]</span></code> - Point Cloud</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/boundary/#true-boundary-geojson-orthophoto">True: <code class="docutils literal notranslate"><span class="pre">--boundary</span> <span class="pre">[GeoJSON]</span></code> - Orthophoto</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/boundary/#true-boundary-geojson-digital-elevation-model">True: <code class="docutils literal notranslate"><span class="pre">--boundary</span> <span class="pre">[GeoJSON]</span></code> - Digital Elevation Model</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/boundary/#true-boundary-geojson-3d-model-textured-mesh">True: <code class="docutils literal notranslate"><span class="pre">--boundary</span> <span class="pre">[GeoJSON]</span></code> - 3D Model/Textured Mesh</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/boundary/#false-null">False: <code class="docutils literal notranslate"><span class="pre">null</span></code></a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/build-overviews/">build-overviews</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/build-overviews/#what-are-overviews">What Are Overviews?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/build-overviews/#when-are-overviews-appropriate">When are Overviews appropriate?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/build-overviews/#why-would-one-use-overviews">Why would one use Overviews?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/build-overviews/#example-images">Example Images</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/build-overviews/#true-build-overviews">True: <code class="docutils literal notranslate"><span class="pre">--build-overviews</span></code></a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/build-overviews/#false-null">False: <code class="docutils literal notranslate"><span class="pre">null</span></code></a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/camera-lens/">camera-lens</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/camera-lens/#what-are-camera-lens-models">What Are Camera Lens Models?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/camera-lens/#when-are-manual-selections-appropriate">When are manual selections appropriate?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/camera-lens/#why-would-one-use-a-particular-camera-lens-model">Why would one use a particular Camera Lens Model?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/camera-lens/#example-images">Example Images</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/camera-lens/#auto-rectilinear-data"><code class="docutils literal notranslate"><span class="pre">auto</span></code> : Rectilinear Data</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/camera-lens/#brown-rectilinear-data"><code class="docutils literal notranslate"><span class="pre">brown</span></code> : Rectilinear Data</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/camera-lens/#fisheye-rectilinear-data"><code class="docutils literal notranslate"><span class="pre">fisheye</span></code> : Rectilinear Data</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/camera-lens/#perspective-rectilinear-data"><code class="docutils literal notranslate"><span class="pre">perspective</span></code> : Rectilinear Data</a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/camera-lens/#spherical-rectilinear-data"><code class="docutils literal notranslate"><span class="pre">spherical</span></code> : Rectilinear Data</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/cameras/">cameras</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/cog/">cog</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/cog/#what-are-cloud-optimized-geotiffs-cogs">What Are Cloud Optimized GeoTIFFs (COGs)?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/cog/#when-are-cogs-appropriate">When are COGs appropriate?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/cog/#why-would-one-use-cogs">Why would one use COGs?</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../arguments/cog/#example-images">Example Images</a><ul>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/cog/#true-cog">True: <code class="docutils literal notranslate"><span class="pre">--cog</span></code></a></li>
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<li class="toctree-l4"><a class="reference internal" href="../arguments/cog/#false-null">False: <code class="docutils literal notranslate"><span class="pre">null</span></code></a></li>
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</ul>
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</li>
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</ul>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/copy-to/">copy-to</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/crop/">crop</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/debug/">debug</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/dem-decimation/">dem-decimation</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/dem-euclidean-map/">dem-euclidean-map</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/dem-gapfill-steps/">dem-gapfill-steps</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/dem-resolution/">dem-resolution</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/depthmap-resolution/">depthmap-resolution</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/dsm/">dsm</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/dtm/">dtm</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/end-with/">end-with</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/fast-orthophoto/">fast-orthophoto</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/feature-quality/">feature-quality</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/feature-type/">feature-type</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../arguments/force-gps/">force-gps</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/gcp/">gcp</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/geo/">geo</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/gltf/">gltf</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/gps-accuracy/">gps-accuracy</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../arguments/gps-z-offset/">gps-z-offset</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/help/">help</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/ignore-gsd/">ignore-gsd</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/matcher-neighbors/">matcher-neighbors</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/matcher-order/">matcher-order</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/matcher-type/">matcher-type</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/max-concurrency/">max-concurrency</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/merge/">merge</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/mesh-octree-depth/">mesh-octree-depth</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/mesh-size/">mesh-size</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/min-num-features/">min-num-features</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/name/">name</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/no-gpu/">no-gpu</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../arguments/optimize-disk-space/">optimize-disk-space</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/orthophoto-compression/">orthophoto-compression</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/orthophoto-cutline/">orthophoto-cutline</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../arguments/orthophoto-kmz/">orthophoto-kmz</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/orthophoto-no-tiled/">orthophoto-no-tiled</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/orthophoto-png/">orthophoto-png</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/orthophoto-resolution/">orthophoto-resolution</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-classify/">pc-classify</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-copc/">pc-copc</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-csv/">pc-csv</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-ept/">pc-ept</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-filter/">pc-filter</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-geometric/">pc-geometric</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-las/">pc-las</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-quality/">pc-quality</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-rectify/">pc-rectify</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-sample/">pc-sample</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-skip-geometric/">pc-skip-geometric</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/pc-tile/">pc-tile</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/primary-band/">primary-band</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/project-path/">project-path</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/radiometric-calibration/">radiometric-calibration</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/rerun/">rerun</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/rerun-all/">rerun-all</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/rerun-from/">rerun-from</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/resize-to/">resize-to</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/rolling-shutter/">rolling-shutter</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/rolling-shutter-readout/">rolling-shutter-readout</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/sfm-algorithm/">sfm-algorithm</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/sfm-no-partial/">sfm-no-partial</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/skip-3dmodel/">skip-3dmodel</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/skip-band-alignment/">skip-band-alignment</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/skip-orthophoto/">skip-orthophoto</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/skip-report/">skip-report</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/sky-removal/">sky-removal</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/sm-cluster/">sm-cluster</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/sm-no-align/">sm-no-align</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/smrf-scalar/">smrf-scalar</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/smrf-slope/">smrf-slope</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/smrf-threshold/">smrf-threshold</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/smrf-window/">smrf-window</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/split/">split</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/split-image-groups/">split-image-groups</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/split-overlap/">split-overlap</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/texturing-data-term/">texturing-data-term</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/texturing-keep-unseen-faces/">texturing-keep-unseen-faces</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/texturing-outlier-removal-type/">texturing-outlier-removal-type</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/texturing-single-material/">texturing-single-material</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../arguments/texturing-skip-global-seam-leveling/">texturing-skip-global-seam-leveling</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/texturing-skip-local-seam-leveling/">texturing-skip-local-seam-leveling</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../arguments/texturing-tone-mapping/">texturing-tone-mapping</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/tiles/">tiles</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/time/">time</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/use-3dmesh/">use-3dmesh</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/use-exif/">use-exif</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../arguments/use-fixed-camera-params/">use-fixed-camera-params</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/use-hybrid-bundle-adjustment/">use-hybrid-bundle-adjustment</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/verbose/">verbose</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/version/">version</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../arguments/video-limit/">video-limit</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../arguments/video-resolution/">video-resolution</a></li>
|
|
</ul>
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</li>
|
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<li class="toctree-l1"><a class="reference internal" href="../flowchart/">Flowchart with options</a></li>
|
|
<li class="toctree-l1"><a class="reference internal" href="../outputs/">OpenDroneMap Outputs</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="../outputs/#point-cloud">Point Cloud</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../outputs/#d-textured-model">3D Textured Model</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../outputs/#orthophoto">Orthophoto</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../outputs/#dtm-dsm">DTM/DSM</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../outputs/#logs">Logs</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../outputs/#list-of-all-outputs">Listahan ng mga output</a></li>
|
|
</ul>
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|
</li>
|
|
<li class="toctree-l1"><a class="reference internal" href="../map-accuracy/">High Precision Workflows</a><ul>
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|
<li class="toctree-l2"><a class="reference internal" href="../map-accuracy/#map-accuracy">Kawastuan ng Mapa</a><ul>
|
|
<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#what-to-expect">Mga Dapat I-expect</a></li>
|
|
<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#aspects-impacting-map-accuracy">Mga aspeto na may impact sa map accuracy</a></li>
|
|
<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#references">Mga Sanggunian</a></li>
|
|
</ul>
|
|
</li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../map-accuracy/#ground-control-points">Ground Control Points</a><ul>
|
|
<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#overview">Overview</a><ul>
|
|
<li class="toctree-l4"><a class="reference internal" href="../map-accuracy/#recommended-practices-for-gcp-setting">Recommended practices for GCP setting</a></li>
|
|
<li class="toctree-l4"><a class="reference internal" href="../map-accuracy/#gcp-file-format">GCP file format</a></li>
|
|
</ul>
|
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</li>
|
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<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#user-interfaces">User Interfaces</a><ul>
|
|
<li class="toctree-l4"><a class="reference internal" href="../map-accuracy/#id1">POSM GCPi</a></li>
|
|
<li class="toctree-l4"><a class="reference internal" href="../map-accuracy/#id2">GCP Editor Pro</a></li>
|
|
</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#id3">Mga Sanggunian</a></li>
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</ul>
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</li>
|
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<li class="toctree-l2"><a class="reference internal" href="../map-accuracy/#image-geolocation-files">Image Geolocation Files</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../map-accuracy/#improving-relative-accuracy">Improving relative accuracy</a><ul>
|
|
<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#multi-temporal-datasets">Multi-temporal Datasets</a><ul>
|
|
<li class="toctree-l4"><a class="reference internal" href="../map-accuracy/#plugin-time-sift">Plugin Time-SIFT</a></li>
|
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</ul>
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</li>
|
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<li class="toctree-l3"><a class="reference internal" href="../map-accuracy/#aligning-large-datasets">Aligning Large Datasets</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l1 current"><a class="current reference internal" href="#">Multispectral and Thermal</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="#multispectral-support">Multispectral Support</a><ul>
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|
<li class="toctree-l3"><a class="reference internal" href="#supported-sensors">Supported Sensors</a></li>
|
|
<li class="toctree-l3"><a class="reference internal" href="#creating-orthophotos-from-multispectral-data">Creating Orthophotos from Multispectral Data</a></li>
|
|
<li class="toctree-l3"><a class="reference internal" href="#workflows-for-non-supported-sensors">Workflows for Non-supported Sensors</a></li>
|
|
</ul>
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</li>
|
|
<li class="toctree-l2"><a class="reference internal" href="#thermal-support">Thermal Support</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="#hardware">Hardware</a></li>
|
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<li class="toctree-l3"><a class="reference internal" href="#usage">Paggamit</a></li>
|
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</ul>
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</li>
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</ul>
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</li>
|
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<li class="toctree-l1"><a class="reference internal" href="../large/">Large Datasets</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="../large/#local-split-merge">Local Split-Merge</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../large/#distributed-split-merge">Distributed Split-Merge</a><ul>
|
|
<li class="toctree-l3"><a class="reference internal" href="../large/#getting-started-with-distributed-split-merge">Paano simulan ang Distributed Split-Merge</a></li>
|
|
<li class="toctree-l3"><a class="reference internal" href="../large/#understanding-the-cluster">Pagkaunawa sa Cluster</a></li>
|
|
<li class="toctree-l3"><a class="reference internal" href="../large/#accessing-the-logs">Pag-access sa Logs</a></li>
|
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<li class="toctree-l3"><a class="reference internal" href="../large/#autoscaling-clusterodm">Autoscaling ClusterODM</a></li>
|
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</ul>
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</li>
|
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<li class="toctree-l2"><a class="reference internal" href="../large/#limitations">Mga limitasyon</a></li>
|
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<li class="toctree-l2"><a class="reference internal" href="../large/#estimating-data-collection-effort">Estimating data collection effort</a><ul>
|
|
<li class="toctree-l3"><a class="reference internal" href="../large/#data-collection-effort-full-3d">Data collection effort, full 3D</a></li>
|
|
<li class="toctree-l3"><a class="reference internal" href="../large/#data-collection-effort-2d-and-2-5d-products">Data collection effort, 2D and 2.5D products</a></li>
|
|
</ul>
|
|
</li>
|
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<li class="toctree-l2"><a class="reference internal" href="../large/#acknowledgments">Acknowledgments</a></li>
|
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</ul>
|
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</li>
|
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<li class="toctree-l1"><a class="reference internal" href="../flying/">Mga Paalala sa Pagpapalipad</a><ul>
|
|
<li class="toctree-l2"><a class="reference internal" href="../flying/#data-collection-effort-full-3d">Data collection effort, full 3D</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../flying/#data-collection-effort-2d-and-2-5d-products">Data collection effort, 2D and 2.5D products</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../flying/#other-resources-on-flying">Other resources on flying</a></li>
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</ul>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../contributing/">How to Contribute and Request Features</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="../contributing/#how-to-request-features">How To Request Features</a></li>
|
|
<li class="toctree-l2"><a class="reference internal" href="../contributing/#how-to-contribute">Paano makadaragdag</a><ul>
|
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<li class="toctree-l3"><a class="reference internal" href="../contributing/#community-forum">Pagtitipon ng Komunidad</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../contributing/#reporting-bugs">Pagsumite ng mga Sira</a><ul>
|
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<li class="toctree-l4"><a class="reference internal" href="../contributing/#template-for-submitting-bug-reports">Template para sa pagpapasa ng Bug Reports</a></li>
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</ul>
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</li>
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<li class="toctree-l3"><a class="reference internal" href="../contributing/#pull-requests">Ipakita ang mga Request</a></li>
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</ul>
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</li>
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</ul>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../faq/">Frequently Asked Questions and Additional Resources</a><ul>
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<li class="toctree-l2"><a class="reference internal" href="../faq/#frequently-asked-questions">Frequently Asked Questions</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../faq/#data-processing">Data Processing</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../faq/#licensing">Licensing</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../faq/#memory-issues">Memory issues</a></li>
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</ul>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="../faq/#additional-references">Additional References</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../faq/#for-users">For Users</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../faq/#for-developers">For Developers</a></li>
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<section id="multispectral-and-thermal">
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<h1>Multispectral and Thermal<a class="headerlink" href="#multispectral-and-thermal" title="Link to this heading"></a></h1>
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<section id="multispectral-support">
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<h2>Multispectral Support<a class="headerlink" href="#multispectral-support" title="Link to this heading"></a></h2>
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<p>Bilang ang cersion 0.9.9 ODM ay may basic support para sa radiometric normalization, na nagge-generate ng reflectance orthophotos mula sa multispectral cameras. Ang Multispectral cameras ay nagca-capture ng multiple shots ng isang scene gamit ang iba't-ibang band sensor.</p>
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<section id="supported-sensors">
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<h3>Supported Sensors<a class="headerlink" href="#supported-sensors" title="Link to this heading"></a></h3>
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<p>Habang ating gusto na suportahan ang lahat ng camera, ang multispectral support ay dinevelop para magamit ang mga sumusunod na camera para ito ay gumana ng mas maayos:</p>
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<blockquote>
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<div><ul class="simple">
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<li><p><a class="reference external" href="https://www.micasense.com/">MicaSense RedEdge-MX at Altum</a></p></li>
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<li><p><a class="reference external" href="https://sentera.com/products/fieldcapture/sensors/6x/">Sentera 6X</a> (as of ODM version 1.0.1)</p></li>
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<li><p><a class="reference external" href="https://www.dji.com/p4-multispectral">DJI Phantom 4 Multispectral</a> (as of ODM version 2.8.8)</p></li>
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<li><p><a class="reference external" href="https://ag.dji.com/mavic-3-m">DJI Mavic 3 Multispectral</a> (as of ODM version 3.5.3)</p></li>
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</ul>
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</div></blockquote>
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<p>Ang ibang camera ay maaari din gumana. Matutulungan mo kami na palawakin ang listahan sa pamamagitan ng <a class="reference external" href="https://community.opendronemap.org/c/datasets/10">sharing datasets</a> na nakunan ng ibang camera.</p>
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</section>
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<section id="creating-orthophotos-from-multispectral-data">
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<h3>Creating Orthophotos from Multispectral Data<a class="headerlink" href="#creating-orthophotos-from-multispectral-data" title="Link to this heading"></a></h3>
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<p>For supported sensors listed above (and likley other sensors), users can process multipsectral data in the same manner as visible light images. Images from all sensor bands should be processed at once (do not separate the bands into multiple folders). Users have the option to pass the <code class="docutils literal notranslate"><span class="pre">--radiometric-calibration</span></code> parameter with options <code class="docutils literal notranslate"><span class="pre">camera</span></code> or <code class="docutils literal notranslate"><span class="pre">camera+sun</span></code> to enable radiometric normalization. If the images are part of a multi-camera setup, the resulting orthophoto will have N bands, one for each camera (+ alpha).</p>
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<p>NDVI and other vegetation indices can be calculated from these stitched orthophotos using software such as <a class="reference external" href="https://www.qgis.org/">qGIS</a></p>
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<p><a class="reference external" href="https://github.com/opendronemap/docs#how-to-make-your-first-contribution">Learn to edit</a> and help improve <a class="reference external" href="https://github.com/OpenDroneMap/docs/blob/publish/source/multispectral.rst">this page</a>!</p>
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</section>
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<section id="workflows-for-non-supported-sensors">
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<h3>Workflows for Non-supported Sensors<a class="headerlink" href="#workflows-for-non-supported-sensors" title="Link to this heading"></a></h3>
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<p><strong>Sentera AGX710:</strong></p>
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<p>While the Sentera AGX710 is not officially supported by ODM, the following workflow gives some good results.</p>
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<blockquote>
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<div><ul class="simple">
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<li><p>all JPGs from the NDRE directory should be renamed with the exact following pattern 0000X_NIR.jpg. No extra '_' should be present in the file names ie 10_51_14_IMG_00008.jpg => 00008_NIR.jpg</p></li>
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<li><p>all JPGs from the nRGB directory should be renamed with the exact following pattern 0000X_RGB.jpg. No extra '_' should be present in the file names ie 10_51_14_IMG_00023.jpg => 00023_RGB.jpg</p></li>
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<li><p>All renamed XXXX_NIR.jpg and XXXX_RGB.jpg should be placed in the same folder</p></li>
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<li><p>The following command could be used to create an odm_orthophoto.tif file</p></li>
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</ul>
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</div></blockquote>
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<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">docker</span> <span class="n">run</span> <span class="o">--</span><span class="n">rm</span> <span class="o">-</span><span class="n">v</span> <span class="n">input_image_dir</span><span class="o">/</span><span class="p">:</span><span class="o">/</span><span class="n">code</span><span class="o">/</span><span class="n">images</span> \
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<span class="o">-</span><span class="n">v</span> <span class="n">output_dir</span><span class="o">/</span><span class="n">odm_georeferencing</span><span class="p">:</span><span class="o">/</span><span class="n">code</span><span class="o">/</span><span class="n">odm_georeferencing</span> \
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<span class="o">-</span><span class="n">v</span> <span class="n">output_dir</span><span class="o">/</span><span class="n">odm_orthophoto</span><span class="p">:</span><span class="o">/</span><span class="n">code</span><span class="o">/</span><span class="n">odm_orthophoto</span> \
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<span class="o">-</span><span class="n">v</span> <span class="n">output_dir</span><span class="o">/</span><span class="n">odm_report</span><span class="p">:</span><span class="o">/</span><span class="n">code</span><span class="o">/</span><span class="n">odm_report</span> \
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<span class="n">opendronemap</span><span class="o">/</span><span class="n">odm</span> <span class="o">--</span><span class="n">auto</span><span class="o">-</span><span class="n">boundary</span>
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</pre></div>
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</div>
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<ul class="simple">
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<li><p>After the successful ODM processing, odm_orthophoto.tif bands names could be accurately renamed using contrib/ndvi/rename_sentera_agx710_multispectral_tif.py script</p></li>
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</ul>
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<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">python3</span> <span class="n">contrib</span><span class="o">/</span><span class="n">ndvi</span><span class="o">/</span><span class="n">rename_sentera_agx710_multispectral_tif</span><span class="o">.</span><span class="n">py</span> <span class="n">output_dir</span><span class="o">/</span><span class="n">odm_orthophoto</span><span class="o">.</span><span class="n">tif</span>
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</pre></div>
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</div>
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<ul class="simple">
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|
<li><p>output_dir/odm_orthophoto.tif could be open with <a class="reference external" href="https://qgis.org/">QGIS</a> with correct band names</p></li>
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</ul>
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</section>
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</section>
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<section id="thermal-support">
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|
<h2>Thermal Support<a class="headerlink" href="#thermal-support" title="Link to this heading"></a></h2>
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<p>ODM has support for radiometric calibration of thermal data, which is able to generate temperature orthophotos from long-wave infrared (LWIR) cameras. LWIR images can be processed alone or as part of a multispectral dataset.</p>
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<figure class="align-center">
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<img alt="Screen shot of thermal imagery as displayed in WebODM" src="../_images/thermal.webp" />
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</figure>
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<section id="hardware">
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<h3>Hardware<a class="headerlink" href="#hardware" title="Link to this heading"></a></h3>
|
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<p>While we aim to support as many cameras as possible, thermal support has been developed using the following cameras, so they will work better:</p>
|
|
<blockquote>
|
|
<div><ul class="simple">
|
|
<li><p><a class="reference external" href="https://www.micasense.com/">MicaSense Altum</a></p></li>
|
|
<li><p><a class="reference external" href="https://www.dji.com/zenmuse-xt">DJI Zenmuse XT</a></p></li>
|
|
<li><p><a class="reference external" href="https://enterprise.dji.com/zenmuse-h20-series">DJI Zenmuse H20 Series</a></p></li>
|
|
</ul>
|
|
</div></blockquote>
|
|
<p>Ang ibang camera ay maaari din gumana. Matutulungan mo kami na palawakin ang listahan sa pamamagitan ng <a class="reference external" href="https://community.opendronemap.org/c/datasets/10">sharing datasets</a> na nakunan ng ibang camera.</p>
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</section>
|
|
<section id="usage">
|
|
<h3>Paggamit<a class="headerlink" href="#usage" title="Link to this heading"></a></h3>
|
|
<p>Process the images using the <cite>--radiometric-calibration camera</cite> parameter to enable radiometric calibration.</p>
|
|
<p><a class="reference external" href="https://github.com/opendronemap/docs#how-to-make-your-first-contribution">Learn to edit</a> and help improve <a class="reference external" href="https://github.com/OpenDroneMap/docs/blob/publish/source/multispectral.rst">this page</a>!</p>
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</section>
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</section>
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