Difference between revisions of "Drone Meteorite Searching"
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== Drone Image Survey Requirements == | == Drone Image Survey Requirements == | ||
| + | |||
| + | * Ground resolution: 2 mm /pixel | ||
| + | * Overlap: 10% | ||
| + | * Minimum sun elevation: X degrees (to avoid long shadows creating too many false positives. Ignore if overcast). Use https://www.sunearthtools.com/dp/tools/pos_sun.php to calculate survey start/end times for your location. | ||
| + | * GPS tagging of the images (Exif) | ||
| + | * Timezone set to UTC | ||
| + | |||
''Note:'' | ''Note:'' | ||
| + | == Main Survey Data Collection == | ||
| + | |||
| + | |||
| + | == Training Data Collection == | ||
| − | |||
| + | == Low-resolution Survey == | ||
| + | (optional) Needed to make a background map of the survey area (used as a layer on slippy map on Webapp). | ||
| − | == | + | === Data Collection === |
| + | * Ground resolution: 5 cm /pixel | ||
| + | * Overlap: 70 | ||
| + | |||
| + | |||
| + | === Data Processing === | ||
| + | * Upload and process the data on WebODM (cloud version). | ||
| + | * Download the data product: Orthomosaic (large geoTiff file). | ||
| + | * Upload geoTiff to Mapbox: https://studio.mapbox.com/tilesets/ | ||
| + | * Wait for processing, note the Tileset ID, make sure it is public, and put that ID somewhere... TBD | ||
| + | === WebODM setup === | ||
| + | * feature-type: orb | ||
| + | * use-fixed-camera-params: enable | ||
| + | * sfm-no-partial: disable | ||
| + | * skip-3dmodel: enable | ||
| + | * skip-report: enable | ||
| + | * fast-orthophoto: enable | ||
| + | * dsm: disable | ||
== Meteorite Candidates Follow-up == | == Meteorite Candidates Follow-up == | ||
| + | == Webapp Deployment == | ||
| + | See deployment notes: | ||
| + | https://github.com/desertfireballnetwork/dfn-meteorite-drone-webapp/tree/main/webapp | ||
| + | |||
| + | |||
| + | == GPU machine Deployment == | ||
| + | Heavy lifting jobs (Machine Learning training and inference) need a GPU desktop or beefy VM. | ||
| + | This machine just needs to be connected to the internet, and will work as a slave wrt the webapp on the VM. | ||
| + | |||
| + | See install notes: | ||
| + | https://github.com/desertfireballnetwork/dfn-meteorite-drone-webapp/tree/main/mldaemon | ||
| Line 27: | Line 67: | ||
* Laptop + backup laptop. Linux distro, ~1TB free space, SD card reader. | * Laptop + backup laptop. Linux distro, ~1TB free space, SD card reader. | ||
* Starlink unit. | * Starlink unit. | ||
| − | * Activate Starlink unit subscription on pause (ask Hadrien). | + | * Activate Starlink unit subscription that should be on pause (ask Hadrien). |
* Spin-up Webapp VM. | * Spin-up Webapp VM. | ||
* Start high-performance GPU computer (lab). | * Start high-performance GPU computer (lab). | ||
| Line 47: | Line 87: | ||
* SD cards. | * SD cards. | ||
* Something to make a landing pad (e.g. tarp). | * Something to make a landing pad (e.g. tarp). | ||
| + | * stuff for making ground control points (for the low-res survey) | ||
Latest revision as of 14:22, 28 October 2024
Contents
Introduction
Drone Image Survey Requirements
- Ground resolution: 2 mm /pixel
- Overlap: 10%
- Minimum sun elevation: X degrees (to avoid long shadows creating too many false positives. Ignore if overcast). Use https://www.sunearthtools.com/dp/tools/pos_sun.php to calculate survey start/end times for your location.
- GPS tagging of the images (Exif)
- Timezone set to UTC
Note:
Main Survey Data Collection
Training Data Collection
Low-resolution Survey
(optional) Needed to make a background map of the survey area (used as a layer on slippy map on Webapp).
Data Collection
- Ground resolution: 5 cm /pixel
- Overlap: 70
Data Processing
- Upload and process the data on WebODM (cloud version).
- Download the data product: Orthomosaic (large geoTiff file).
- Upload geoTiff to Mapbox: https://studio.mapbox.com/tilesets/
- Wait for processing, note the Tileset ID, make sure it is public, and put that ID somewhere... TBD
WebODM setup
- feature-type: orb
- use-fixed-camera-params: enable
- sfm-no-partial: disable
- skip-3dmodel: enable
- skip-report: enable
- fast-orthophoto: enable
- dsm: disable
Meteorite Candidates Follow-up
Webapp Deployment
See deployment notes: https://github.com/desertfireballnetwork/dfn-meteorite-drone-webapp/tree/main/webapp
GPU machine Deployment
Heavy lifting jobs (Machine Learning training and inference) need a GPU desktop or beefy VM. This machine just needs to be connected to the internet, and will work as a slave wrt the webapp on the VM.
See install notes: https://github.com/desertfireballnetwork/dfn-meteorite-drone-webapp/tree/main/mldaemon
Checklists
Misc
Computer things
- Laptop + backup laptop. Linux distro, ~1TB free space, SD card reader.
- Starlink unit.
- Activate Starlink unit subscription that should be on pause (ask Hadrien).
- Spin-up Webapp VM.
- Start high-performance GPU computer (lab).
Power
- Generator.
- Petrol and/or diesel. Usage: ~X litres / 12h
- Battery station + cables.
Drone
- Drone.
- Drone camera.
- Drone controller.
- Batteries (charge them just before the trip).
- Battery charger.
- SD cards.
- Something to make a landing pad (e.g. tarp).
- stuff for making ground control points (for the low-res survey)
