Roboflow is intended for developers and enterprises building computer vision applications.
Free plan From $39 a month AndroidiPhone & iPadWebMacLinuxAPI+1
Best AI Image Segmentation Software 2026
Facts read 24 Sep 2026 – 21 Oct 2026
AI image segmentation software marks regions, objects or frames for visual analysis and labeling. This list helps you compare tools by segmentation modes, development features, deployment paths and access options.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Roboflow | Roboflow is intended for developers and enterprises building computer vision applications. | 6.1 | $39 a month | Free plan | Android, iPhone & iPad, Web, Mac | 21 Oct 2026 |
| 02 Supervisely | The Community plan is described for open-source projects, individuals, ML researchers, and small teams. | 5.0 | €199 a month | Free plan | Web, API, Self-hosted | 4 Oct 2026 |
| 03 CVAT | CVAT suits individuals and teams preparing labeled datasets for AI work, particularly those needing review workflows, storage integrations, or deployment choices. | 4.9 | Free plan | Free plan | Web, API, Self-hosted | 29 Sep 2026 |
| 04 LandingLens | LandingLens suits teams building image-based computer vision models, from a single production line to work across multiple locations and teams. | 4.6 | Free plan | Free plan | Web, Windows, API, Self-hosted | 4 Oct 2026 |
| 05 Ultralytics Platform | Ultralytics Platform suits individuals getting started with dataset annotation and model workflows, as well as professionals, small teams, and organizations with… | 4.5 | $29 a month | Free plan | Web, API, Self-hosted | 3 Oct 2026 |
| 06 NVIDIA TAO Toolkit | 4.4 | Free plan | Free plan | Linux, Self-hosted | 9 Oct 2026 | |
| 07 Clarifai Visual Search | It suits retailers and teams building image-based discovery, recommendations, or visual search. | 3.6 | — | — | Web, API, Self-hosted | 3 Oct 2026 |
| 08 Encord | 3.5 | — | — | Web, API, Self-hosted | 8 Oct 2026 | |
| 09 TotalSegmentator | 3.4 | Free plan | Free plan | Web, Windows, Mac, Linux | 28 Sep 2026 | |
| 10 Cellpose | 3.3 | Free plan | Free plan | Web, Windows, Mac, Linux | 28 Sep 2026 |
Entries follow the latest release information makers publish, with no score. Compare the published figures for pricing, platform support and capabilities such as semantic, instance and video segmentation.
02
Supervisely
The Community plan is described for open-source projects, individuals, ML researchers, and small teams.
WebAPISelf-hosted Record5.0 Visit
03
CVAT
CVAT suits individuals and teams preparing labeled datasets for AI work, particularly those needing review workflows, storage integrations, or deployment choices.
WebAPISelf-hosted Record4.9 Visit
04
LandingLens
LandingLens suits teams building image-based computer vision models, from a single production line to work across multiple locations and teams.
WebWindowsAPI+1 Record4.6 Visit
05
Ultralytics Platform
Ultralytics Platform suits individuals getting started with dataset annotation and model workflows, as well as professionals, small teams, and organizations with…
WebAPISelf-hosted Record4.5 Visit
7
Clarifai Visual Search
WebAPISelf-hosted — Record3.6 Visit It suits retailers and teams building image-based discovery, recommendations, or visual search.
Before you choose
Check the pricing path
A free plan is available from tools in this category, while other products use paid plans or pricing on request. Freemium options can combine a free plan with paid access.
A free trial is offered by tools on the list. Check the listed paid-from price and trial terms before choosing a workflow.
Match your platform
Platform support spans Linux, Windows, macOS, web apps, self-hosted installs and APIs. Match the tool to the system where your images, labels and models will run.
An API or self-hosted option can suit a service workflow, while desktop support may fit local image work.
Choose the segmentation type
Compare semantic segmentation, instance segmentation and video segmentation separately. The right combination depends on whether you label classes, separate object instances or track changing frames.
Review training and frameworks
Model training is a listed comparison point. Check the supported frameworks if you plan to train or adapt models rather than use a preset workflow.
Plan deployment and access
Deployment options and API access show how a tool can move from annotation or training into an application. Confirm the path that matches your hosting and integration needs.
Questions
Do these tools offer free plans?
Yes. A free plan is offered by tools in this category, while other entries are paid or use pricing on request.
Is a free trial available?
A free trial is offered by tools on the list. Check the individual listing for its terms.
Which platforms are covered?
Listed platforms include Linux, web, Windows, macOS, self-hosted deployments and API access.
What segmentation modes can I compare?
The comparison covers semantic segmentation, instance segmentation and video segmentation.
Can I compare model training?
Yes. Model training is one of the listed comparison fields, along with deployment options and supported frameworks.
Are prices shown?
Listings may show a free plan, a paid-from price or pricing on request, depending on the tool.
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