CLI scripts for fetching, rendering, and reprojecting geospatial imagery. All tools read the Google Maps API key from .env automatically.
Output files go to output/ by default (gitignored).
When invoking these tools from a separate project, set GEV_PROJECT_ROOT to its
absolute directory. Environment files, dependencies and relative output paths
resolve there; bundled rendering HTML stays with the tool. The same setting is
supported by dev-fresh.sh, dev-secure.sh, opensky-import-client.sh and the
setup doctor. Without it, paths continue to resolve from this repository.
- Node.js (via
mise) sharpandpuppeteer(devDependencies —npm install)- Google Maps API key in
.envasGOOGLE_MAPS_API_KEY - APIs enabled on your Google Cloud project: Map Tiles API, Street View Static API
Stitches satellite tiles from the Map Tiles API into a single ortho image centered on a lat/lon.
# 2K ortho at zoom 21 (~6.4 cm/pixel, ~132m coverage)
node tools/sat-ortho.mjs --lat 30.266476 --lon -97.73719
# Zoom 20 for wider coverage (~264m), or zoom 22 for max detail (~3.7 cm/pixel)
node tools/sat-ortho.mjs --lat 30.266476 --lon -97.73719 --zoom 20 --size 2048
node tools/sat-ortho.mjs --lat 30.266476 --lon -97.73719 --zoom 22 --size 2048| Option | Default | Description |
|---|---|---|
--lat |
— | Center latitude (required) |
--lon |
— | Center longitude (required) |
--zoom |
21 | Tile zoom level (max typically 22) |
--size |
2048 | Output square size in pixels |
Reports GSD, ground coverage, and NW/SE corner coordinates for georeferencing.
Fetches 8 Street View static images (one per compass heading) at a location, with optional first-order neighbor traversal.
# 8 images at the intersection
node tools/streetview-headings.mjs --lat 30.266476 --lon -97.73719
# Include all first-order neighbor locations (auto-deduped)
node tools/streetview-headings.mjs --lat 30.266476 --lon -97.73719 --neighbors
# Custom FOV and pitch
node tools/streetview-headings.mjs --lat 30.266476 --lon -97.73719 --fov 120 --pitch -10| Option | Default | Description |
|---|---|---|
--lat |
— | Latitude (required) |
--lon |
— | Longitude (required) |
--fov |
90 | Field of view in degrees (10-120) |
--pitch |
0 | Camera pitch (-90 to 90) |
--size |
640x640 | Image size (max 640 per axis) |
--step |
45 | Heading step in degrees |
--neighbors |
off | Also fetch images from nearby Street View locations |
The --neighbors flag queries Google's panorama metadata for linked locations, deduplicates them by pano ID via the metadata API, and fetches 8 heading images from each unique neighbor within 15m.
Fetches and stitches a full equirectangular panorama from the Map Tiles API (Street View tiles endpoint).
# Default zoom 3 → 4096x2048 panorama
node tools/streetview-panorama.mjs --lat 30.266476 --lon -97.73719
# Max resolution (zoom 5 → up to 16384x8192)
node tools/streetview-panorama.mjs --lat 30.266476 --lon -97.73719 --zoom 5| Option | Default | Description |
|---|---|---|
--lat |
— | Latitude (required) |
--lon |
— | Longitude (required) |
--zoom |
3 | Tile zoom 0-5 (higher = larger pano) |
--radius |
50 | Search radius in meters for nearest panorama |
Output is a standard equirectangular JPEG suitable as input for pano-pinhole.mjs.
Reprojects an equirectangular panorama into pinhole (perspective) camera views. Uses inverse mapping with bilinear interpolation — every output pixel is sampled from the panorama, so there are no holes.
# Single view: looking west, 90 deg FOV, 1920x1080
node tools/pano-pinhole.mjs --input output/panorama_30.266476_-97.73719.jpg --heading 270 --hfov 90
# All 8 compass headings from one panorama
node tools/pano-pinhole.mjs --input output/panorama_30.266476_-97.73719.jpg --all --hfov 90
# 2K output with narrow FOV
node tools/pano-pinhole.mjs --input output/panorama_30.266476_-97.73719.jpg --heading 180 --hfov 60 --width 2560 --height 1440
# Specify focal length instead of FOV
node tools/pano-pinhole.mjs --input output/panorama_30.266476_-97.73719.jpg --heading 90 --focal 2000
# 12 views at 30-degree steps
node tools/pano-pinhole.mjs --input output/panorama_30.266476_-97.73719.jpg --all --step 30 --hfov 90| Option | Default | Description |
|---|---|---|
--input |
— | Equirectangular panorama JPEG (required) |
--heading |
0 | Compass heading (0=N, 90=E, 180=S, 270=W) |
--pitch |
0 | Pitch in degrees (positive=up) |
--roll |
0 | Roll in degrees (positive=clockwise) |
--hfov |
90 | Horizontal field of view in degrees |
--focal |
— | Focal length in pixels (overrides --hfov) |
--width |
1920 | Output width |
--height |
1080 | Output height |
--all |
off | Render all compass headings (ignores --heading) |
--step |
45 | Heading step for --all mode |
Reports horizontal, vertical, and diagonal FOV plus equivalent focal length.
Renders a CesiumJS 3D view to JPEG via headless Chromium with Google Photorealistic 3D tiles. Requires SwiftShader (no GPU).
# Look-at mode: camera looks at a target point from above
node tools/cesium-render.mjs --lookat-lat 30.266476 --lookat-lon -97.73719 --heading 180 --pitch -30 --height 25
# Top-down view at 80m
node tools/cesium-render.mjs --lookat-lat 30.266476 --lookat-lon -97.73719 --pitch -90 --height 80 --fov 90
# 2K output
node tools/cesium-render.mjs --lookat-lat 30.266476 --lookat-lon -97.73719 --heading 180 --pitch -30 --height 25 --width 2560 --height-px 1440
# Direct mode: camera placed at coordinates
node tools/cesium-render.mjs --lat 30.266476 --lon -97.73719 --heading 270 --pitch -15 --height 8| Option | Default | Description |
|---|---|---|
--lat/--lon |
— | Camera position (direct mode) |
--lookat-lat/--lookat-lon |
— | Target to look at (lookat mode) |
--heading |
0 | Compass heading |
--pitch |
-10 | Camera pitch (must be negative in lookat mode) |
--height |
8 | Meters above ground |
--fov |
60 | Vertical field of view |
--width |
1280 | Image width |
--height-px |
720 | Image height |
--sse |
2 | Screen-space error (lower = sharper, slower) |
--timeout |
30 | Max wait in seconds |
Uses progressive SSE refinement and automatic ground-height sampling. Street-level views are limited by Google's photogrammetry tile resolution.
# 1. Get a satellite ortho of an intersection
node tools/sat-ortho.mjs --lat 30.266476 --lon -97.73719 --zoom 21
# 2. Fetch a 4K panorama at the same location
node tools/streetview-panorama.mjs --lat 30.266476 --lon -97.73719
# 3. Extract 8 pinhole views from the panorama
node tools/pano-pinhole.mjs --input output/panorama_30.266476_-97.73719.jpg --all --hfov 90
# 4. Also grab the Street View static API versions for comparison
node tools/streetview-headings.mjs --lat 30.266476 --lon -97.73719
# 5. Render a 3D view of the same location from above
node tools/cesium-render.mjs --lookat-lat 30.266476 --lookat-lon -97.73719 --pitch -90 --height 50 --fov 90 --width 2560 --height-px 1440