This data collection includes: 0004_roots (Medicago_truncatula) 0006_yeast2 (Yarrowia lipolytica) 0007_yeast3 (Yarrowia lipolytica) 0009_particles (100nm @ 40X, 63X, and 100X) Living cell Ecoli (simulated Poisson) Living cell Yeast (simulated Poisson) Human Faces (simulated Poisson) For each of the above categories, we include: Centroids: computed photon points as “center of mass” of Photon Clouds (not for simulated Poisson) Integrated centroids: The summed z-Projection of centroids across frames (not for simulated Poisson) PureLET Ground Truth: Our approximation of Ground truth by wavelet denoising of integrated centroids Training data Test Data Validation Data Results from the model on Test data The saved model checkpoints (TensorFlow)