StructuralBiologyThree deep-learning tools, referred to collectively as CHiMP, were created for analysis of micrographs of protein crystallization experiments at the DLS synchrotron, UK. #Crystallization #ImageClassification #ObjectDetection https://doi.org/10.1107/S2059798324009276
CHiMP: deep-learning tools trained on protein crystallization micrographs to enable automation of experiments
A description is given of new deep-learning tools that analyse experimental micrographs of crystallization experiments to enable the automation of outcome classification, crystal detection and determination of locations to dispense compounds for fragment-based drug discovery at Diamond Light Source.