This repository holds material for: Vytautas Zickus, Ming-Lo Wu, Kazuhiro Morimoto, Valentin Kapitany, Areeba Fatima, Alex Turpin, Robert Insall, Jamie Whitelaw, Laura Machesky, Claudio Bruschini, Daniele Faccio & Edoardo Charbon "Fluorescence lifetime imaging with a megapixel SPAD camera and neural network lifetime estimation." Scientific Reports 10 (2020). DOI:10.1038/s41598-020-77737-0 data >dir "ANN training data" contains training inputs and training labels for our ANNs. >dir "ANN architectures" contains images of the model architectures. >dir "ANN models" contains h5 files of the model architectures. >dir "Experiment raw data" contains SPAD array frames of Convallaria and HT1080 Fibrosarcoma cells in 'tif' format. >dir "Experiment processed data" contains background subtracted, pileup corrected SPAD datacubes in 'npy' format. >dir "Experiment intensity mask" contain the 'sliding threshold' masks for each dataset in 'mat' format. notebooks_scripts >contains the data pre-processing, ANN and LSQ scripts. results >contains the lifetime images shown in Figures 2-4 in 'tif' and 'txt' formats. src >contains custom functions imported by the ANN scripts ANN_requirements.txt: package requirements list for the ANN python scripts/IPython notebooks LICENSE: grants the public permission to use the material in this repository under specified terms and conditions (CC BY 4.0)