Fig. 1: Scalable framework and lightweight architecture of LiteLoc. | Nature Communications

Fig. 1: Scalable framework and lightweight architecture of LiteLoc.

From: Scalable and lightweight deep learning for efficient high accuracy single-molecule localization microscopy

Fig. 1

a The spatiotemporal locality inherent in SMLM data enables the independent analysis of small data blocks without requiring synchronization to integrate global information. b Schematic timelines for deep learning-based SMLM data analysis in serial and parallel modes. c Architecture of the LiteLoc network, including a lightweight coarse feature extractor (CFE) and a fine feature extractor (FFE).

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