AI Geo-Inference for existing libraries
Trying to fix missing GPS metadata in your existing photo library? Most travel and documentary shots lack coordinates but still carry location cues in every pixel. Photoreka's AI engine inspects your untagged photos, reads visual context (architecture, signage, landscapes, lighting), and places them on the map with city or district-level precision. It is AI geotagging for DSLR and archive libraries that were shot without GPS.
This workflow is built for your own catalog inside Photoreka, not for OSINT-style investigation of third-party photos.
A geolocatability forecast shows you the expected success rate before you spend a single credit. Only confident matches land on your map.
Use cases
Whether you've been shooting for years without GPS or just want to fill in the blanks in your archive — geo-inference puts your story on the map.
Interactive Map
Once geo-inference completes, your photos appear as clustered, geotagged markers on a full-screen interactive map. Click any cluster to explore what was shot there. Filter by GPS confidence, AI inference quality, or granularity (city, region, country). Correct any misplaced photo directly from its marker — manual precision always wins over AI.
How it works
From opening the map to AI geotagging your photos — four steps and you're done, even if it takes a while to process.
Navigate to the World Map in the Photoreka web platform. Your photos with real GPS coordinates are already plotted. Photos without location data are counted and ready for analysis.
Before committing any credits, the AI scores each photo across genre, lighting, framing, focus, depth of field, and palette. A three-tier forecast (Good / Possible / Unlikely) shows you how many photos are worth analyzing — so you can decide whether to proceed.
Click Start Inference. Photoreka sends each photo to a vision AI that reads visual context, infers the most likely city or region, and filters out low-confidence guesses. You can close the dialog — processing continues in the background and you'll receive an email when the map is updated.
New markers appear on the map with a distinct glow. Filter by inference confidence, granularity (place / city / region / country), or visual aspects. Any marker can be manually corrected — click the edit button, drag the pin to the exact location, and your correction is permanently stored.
Features
Not every photo can be geolocated or geotagged — and we tell you that upfront. Every design decision prioritises reliability over recall.
Before you spend any credits, a heuristic scoring algorithm evaluates each photo's genre, lighting, framing, palette and focus. The three-tier forecast (Good / Possible / Unlikely) sets honest expectations and warns you if your batch has low success potential. Ideal before you start geotagging a large archive.
Only high-confidence inferences land on the map. Photos where the AI cannot identify a reliable location are explicitly marked as unknown — they never produce phantom pins that mislead you.
Results are delivered at city or district level — realistic and useful for archiving and storytelling. The system doesn't guess street-level coordinates it can't support, but accurately places your photo in the right metropolitan area.
Large batches can take time. Once you start an inference job you can close the dialog, navigate elsewhere, or close the browser entirely. Photoreka processes in the background and emails you when the map update is ready.
Every AI-inferred marker displays a pencil button. Click it to open a correction panel, adjust the coordinates (city or precise pin), and save. Your correction replaces the AI result permanently — you always have the final word.
Filter your map markers by GPS source (real GPS, AI-inferred, or manually corrected), confidence level, geographic granularity, or any combination of visual aspects (genre, lighting, framing…). Explore your archive the way you want to.
Alternative option
If you just need a one-time geolocation service without a full Photoreka account, Geo Recovery is the perfect solution. Upload any batch of photos, pay once, and download your originals with GPS coordinates embedded directly in the EXIF. No sign-up required, no subscription, no strings attached.
Only lightweight thumbnails are sent for AI analysis. Full-resolution files never leave your device.
Architecture, signage, landscape and lighting cues identify location to city or district precision.
Correct any marker manually before exporting. Your corrections always override the AI result.
FAQ
Everything you need to know about AI geo-inference
Open the world map in your existing Photoreka catalog, run AI Geo-Inference on photos without GPS metadata, review confidence-based placements, and correct any marker manually before using those locations in your workflow.
Outdoor photos in natural light with wide or medium framing yield the highest success rates. Architectural details, street signage, distinctive landscapes, and recognizable landmarks are the strongest cues. Studio, portrait, abstract, and macro shots score poorly because they carry little geographic information. If your DSLR archive has many outdoor travel frames, geo-inference usually performs best.
It is AI photo geotagging on the Photoreka world map, so you can organize your library by place. If you need GPS written into EXIF metadata for download, use Geo Recovery.
It scores each photo using its analyzed visual aspects — genre, focus, lighting, framing, depth of field, palette, and stylistic traits — against a heuristic table calibrated for geolocation probability. The score determines which tier (Good ≥60, Possible 35–59, Unlikely <35 out of 100) a photo falls into. The forecast runs instantly and costs no credits.
Yes. Credits are charged per photo analyzed, regardless of whether a confident location is found. The geolocatability forecast is specifically designed to help you make an informed decision before starting — if most of your batch falls in the Unlikely tier, we explicitly warn you.
Results are typically at city or district level. Street-level precision is rare and never guaranteed. Several photos shot in the same city may cluster at the same point when finer context isn't available. The system aims for geographic truth, not exact GPS coordinates.
Yes, always. Every AI-inferred marker shows a pencil icon. Clicking it opens a correction panel where you can type a city name or drag the pin to the exact position. Corrections are stored permanently and override the AI result.
Yes. The inference engine only processes photos that still lack a location and have not been explicitly marked as "location cannot be inferred" from a prior run. Running the analysis again after uploading new photos is safe and efficient.
Yes. Any photo in your Photoreka catalog — whether uploaded through the web app or synced via the Lightroom Plugin — is eligible for geo-inference, provided it has been analyzed and lacks a GPS location.
Stop guessing where your photos were taken. Let Photoreka's AI read the visual evidence and put them on the map — city by city, memory by memory.
Want to explore your photos visually? See 3D AtlasBuild a PortfolioGeotag photos with AI