Image analysis in your browser, no pipeline to build
Looking for a CellProfiler alternative that does not need a pipeline configured module by module? Conspecta runs point-and-click AI analysis in the browser and keeps results connected to your samples and figures.
Honest comparison
Conspecta vs. CellProfiler
CellProfiler is a free, open-source tool for building reproducible analysis pipelines. Here is where a connected, browser-based platform fits differently.
| Capability | Conspecta | CellProfiler |
|---|---|---|
| Setup | No install; runs in any browser on desktop, tablet, or phone | Desktop install; a pipeline configured per project |
| Counting & detection | AI counts cells, nuclei, colonies, and particles | Build a module pipeline to identify objects |
| Custom models | Label a few examples, train a detector, no code | Configure modules or add machine-learning steps |
| Batch runs | Run a model across an image set | Strong batch processing once a pipeline is built |
| Where results live | Linked to samples, figures, and your notebook | Exported to CSV or a database; context lives elsewhere |
| Collaboration | Shared team workspace, access anywhere | Single-user desktop; share pipeline files |
| Cost | Free for individuals; flat team pricing | Free and open-source |
| Reproducibility | Curated AI tools | Versioned, reproducible pipelines you fully control |
When CellProfiler is still the right choice
CellProfiler is free, open-source, and built for reproducible, high-throughput pipelines. If you need a fixed pipeline you can version and rerun across thousands of images, and you do not mind building it module by module, it is an excellent free option. Conspecta is for teams who want point-and-click AI analysis connected to their samples, figures, and notebook, without building or maintaining a pipeline.
Why teams switch
What you get with Conspecta
Point-and-click AI
Count cells, nuclei, colonies, or particles with pre-trained models. No pipeline to assemble, no modules to configure.
Train custom detectors
Draw a few examples and train a model for your specific objects. No code.
A full measurement suite
Area coverage, marker intensity, marker classification, and colocalization, in one workspace.
Results that stay connected
Every measurement links to its sample and flows into figures and your notebook.
Runs anywhere, no install
Any modern browser on desktop, tablet, or phone, including locked-down campus machines.
Built for teams
Share results and protocols so everyone works from the same data.
Try image analysis in your browser
Upload an image set and run a detection in minutes. Free for individuals.