Reusable satellite and aerial image segmentation for GIS teams.

Import GeoTIFF, PNG, or JPEG imagery, prepare model-ready render profiles, save reusable segmentation profiles, choose review masters, clean GeoJSON, and export checked results for downstream GIS work.

Invite-only beta.
Access to RasterForge is limited during beta. Request access with the imagery and workflow you want to test.
Sample projects
Open a prepared remote-sensing case after sign-in
2 featured
Reusable setup
Keep render choices, prompts, examples, classes, thresholds, and run defaults together for repeat work.
Project-scale runs
Apply one saved segmentation profile to a single image, selected images, or a full project when the target repeats.
Reviewed GIS handoff
Select review masters, clean vector objects, and export checked masks, GeoJSON, GeoPackage, or Shapefile.

Reusable profiles in practice

A strong first result should become a repeatable workflow. RasterForge profiles carry the target definition: prompt text, image examples, class metadata, thresholds, and run defaults that teams can inspect, adapt, and reuse across similar imagery.

Start from a real sample
Prepared cases show source imagery and segmentation output together instead of explaining the workflow only in text.
Adapt the reusable setup
Use the same profile model for water, vegetation, roads, buildings, solar sites, and other repeated targets.
Sentinel-2 imagery with a water segmentation overlay in RasterForge

Sentinel-2 water detection

A prepared satellite sample with source imagery, water-mask output, and review-ready layers.

Sensor / renderSentinel-2 / visual render
TargetOpen water and shoreline
Reusable setupWater prompt, class, thresholds
Review / exportMask overlay and GeoJSON-ready review layer
Aerial imagery with a segmentation overlay for urban objects in RasterForge

Aerial roof and vehicle segmentation

A prepared visual-imagery sample for inspecting urban targets before adapting a workflow.

Sensor / renderAerial RGB / visual render
TargetRoofs, vehicles, and urban objects
Reusable setupPrompt-guided target setup
Review / exportReviewed visual layer for cleanup

A capability system for remote-sensing segmentation

RasterForge is built for satellite imagery segmentation and aerial image segmentation where targets repeat across scenes. It keeps imagery, render choices, SAM 3 segmentation workflows, edits, review decisions, and export state together under one project.

GeoTIFFRender profilesShared profilesReview mastersGIS export

Prepare imagery

Import GeoTIFF, PNG, or JPEG imagery, confirm bounds and AOIs, then create sensor-aware or visual render profiles for model-ready views.

Define repeatable targets

Save prompts, image examples, classes, thresholds, and run defaults so a recurring target can be tested once and reused across similar scenes.

Run workflows

Use Find things for repeated targets, Select objects for active-image guidance, or Auto masks for class-agnostic candidates before review.

From import to reviewed export

A RasterForge project keeps the full handoff path visible: imagery, render, target setup, segmentation, cleanup, review selection, and GIS export. Read the quickstart workflow before requesting beta access.

1

Import

GeoTIFF, PNG, JPEG, bounds, and AOI.

2

Render

Sensor-aware or visual model input views.

3

Profile

Prompts, examples, classes, thresholds, defaults.

4

Review

Inspect masks, edit GeoJSON, choose masters.

5

Export

GeoPackage, Shapefile, GeoJSON, masks, reports.

Built for visible targets that need review before GIS use

RasterForge is strongest when a visible target repeats across one or many scenes and the output needs human review before analysis or delivery. Use it for water, wetlands, vegetation, field boundaries, roads, clouds, burn scars, solar sites, ponds, roofs, buildings, and other targets that benefit from render profiles, reusable segmentation profiles, review masters, and GIS-ready export. Browse the practical workflow guides for concrete examples.

Sentinel-2WaterWetlandsVegetationField boundariesRoadsCloudsBurn scarsSolar sitesPondsRoofsBuildings
Repeatable setup
Profiles make a target definition reusable instead of recreating prompts and thresholds for every scene.
Explicit review state
Review masters make it clear which image/class outputs are intended for export.
GIS-ready delivery
Vectors, masks, packages, and summaries are built from reviewed project state.