Table 2 Comparison of InstantDL to other deep learning frameworks
From: InstantDL: an easy-to-use deep learning pipeline for image segmentation and classification
| Â | InstantDL | Open ML | ImJoy | ZeroCostDL4Mic |
|---|---|---|---|---|
Host | Local, on cluster, or Google-Colab | Web based | Web based platform | Web based (Google-Colab) |
Data privacy | Yes (running locally) | No (shared with upload) | Limited (hosted in the cloud) | Limited (hosted in the cloud) |
Target audience | Researchers and developers | Researchers and developers | Biomedical researchers | Biomedical researchers |
Developed for | Biomedical images | All kinds of data | All kinds of data | Biomedical images |
Customizability of Code | Open source | Open source | Open source | Open source |
Cost | Free | Free | Free | Free |