Fig. 5: Picking of general biological objects and a workflow with continual learning. | Nature Communications

Fig. 5: Picking of general biological objects and a workflow with continual learning.

From: EPicker is an exemplar-based continual learning approach for knowledge accumulation in cryoEM particle picking

Fig. 5

a Picking curved fibers. The picked fibers are labeled as lines tracing the fibers. b Picking liposomes with estimation of radius (indicated by size of the red box). Several overlapped vesicles (indicated by yellow arrows) are well identified. c A cryoEM processing workflow with continual learning. Particle annotations can be obtained from manual picking, sparse picking, and 2D/3D (two-dimensional/three dimensional) classification, which can be further used to train the model in a continual manner.

Back to article page