Synthetic dataset for all algorithms

[jdeschamps]

• Generate noisy microsim data and its noiseless ground-truth
  • Various noise level
  • Multiple instances of each image (so that the images have different instances of the same noise distribution)
  • Can we generate very large images or multiple fields of view?
• Denoise with N2V
• Denoise with N2N
• If we can generate large images or multiple fields of view, denoise with CARE

[jdeschamps]

It appears the microssim available datasets are not big enough. We could engineer one from CellAtlas