Table 1 Comparison of existing similar tools
CACTUS | ImageJ | CellProfiler | CellOrganizer | Labelbox | Dataturks | |
|---|---|---|---|---|---|---|
License | Open source, free | Open source, free | Open source, free | Open source, free | Commercially available | Commercially available |
Type | Server | Client | Client | Client | Server | Server |
Area selection | Manual labeling/automated detection | Polygonal | No | No | Polygonal | Polygonal |
Multi-class | Yes | Yes | NA | NA | Yes | Yes |
Version history | Yes | No | No | No | No | No |
Interactive machine learning | Yes | NA | No | No | NA | NA |
Analytics | Yes | Yes | Yes | Yes | NA | Yes |
Quality assurance | Yes | No | No | No | No | No |
Collaborative | Yes | No | No | No | NA | Yes |