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Update field imagery page

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Diego Ripley
2026-02-06 20:03:42 -05:00
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content/docs/processes/field_imagery.md
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--- ---
### The Mission ## The Mission
Commercial street-level imagery is often locked behind restrictive licenses, proprietary viewers, and paywalls, making it inaccessible for researchers, urban planners, and the general public. We are building a sovereign, open-source alternative for Canada. Commercial street-level imagery is often locked behind restrictive licenses, proprietary viewers, and paywalls, making it inaccessible for researchers, urban planners, and the general public. We are building a sovereign, open-source alternative for Canada.
By self-hosting a **[Panoramax](https://panoramax.fr/)** instance, we provide a decentralized platform where field imagery is treated as a public utility: fully downloadable, API-accessible, and privacy-compliant. By self-hosting a **[Panoramax](https://panoramax.fr/)** instance, we provide a decentralized platform where field imagery is treated as a public utility: fully downloadable, API-accessible, and privacy-compliant.
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### The Infrastructure ## The Infrastructure
Our field imagery pipeline is built on the **Panoramax** ecosystem, a federated open-source alternative to Google Street View. Instead of relying on centralized corporate servers, we operate a sovereign instance that guarantees data permanence and open access. Our field imagery pipeline is built on the **Panoramax** ecosystem, a federated open-source alternative to Google Street View. Instead of relying on centralized corporate servers, we operate a sovereign instance that guarantees data permanence and open access.
* **Platform**: Self-hosted Panoramax instance running on our internal infrastructure. * **Platform**: Self-hosted Panoramax instance running on our internal infrastructure.
@@ -19,17 +21,19 @@ Our field imagery pipeline is built on the **Panoramax** ecosystem, a federated
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### The Processing Pipeline ## The Processing Pipeline
We treat field imagery as a data engineering challenge, ensuring "time-to-insight" is minimized for downstream users. We treat field imagery as a data engineering challenge, ensuring "time-to-insight" is minimized for downstream users.
1. **Ingestion**: Raw imagery is captured using diverse hardware (ex. 360° cameras, mobile rigs, meta glasses, etc.) and ingested by our systems. 1. **Ingestion**: Raw imagery is captured using diverse hardware (ex. 360° cameras, mobile rigs, meta glasses, etc.) and ingested by our systems.
2. **Privacy & Anonymization**: Before publication, all imagery undergoes a rigorous privacy scrub. We utilize automated detection pipelines to blur faces and license plates, ensuring compliance with Canadian privacy standards while maintaining data utility. 2. **Privacy & Anonymization**: Before publication, all imagery undergoes a rigorous privacy scrub. We utilize automated detection pipelines to blur faces and license plates, ensuring compliance with Canadian privacy standards while maintaining data utility.
3. **Standardization**: Images are processed into standardized, web-optimized tiles for the viewer and high-resolution archives for analysis. 3. **Standardization**: Images are processed into standardized, web-optimized tiles for the viewer and high-resolution archives for analysis.
4. **Metadata Extraction**: We extract and normalize/strip EXIF and GPS telemetry, indexing it into a **STAC (SpatioTemporal Asset Catalog)** compliant API. 4. **Metadata Extraction**: We extract and normalize/strip EXIF and GPS telemetry, indexing it into a **STAC (SpatioTemporal Asset Catalog)** compliant API.
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### Data Products ## Data Products
Unlike commercial platforms that only offer a "view" of the data, we provide the **data itself**. Unlike commercial platforms that only offer a "view" of the data, we provide the **data itself**.
* **API Access**: Full programmatic access via the Panoramax REST API for querying imagery by location, date, or sequence. * **API Access**: Full programmatic access via the Panoramax REST API for querying imagery by location, date, or sequence.