Olly
@olly-k.bsky.social
Research software engineering @oxford, computer vision, machine learning, citizen science, protein crystallography and tea
Evenings in Brazil aren't so bad
March 5, 2025 at 2:05 AM
Evenings in Brazil aren't so bad
First post, a chance to brag about this publication. Started 2019, and spent evenings and weekends writing up after changing jobs, but I loved working on it. Hope that the open data, code and models help others wanting to do the same thing, i.e. automate the tedious tasks to speed up the science.
Oliver N. F. King et al.: CHiMP: deep-learning tools trained on protein crystallization micrographs to enable automation of experiments ##Crystallization##ImageClassification##ObjectDetection... ##IUCrhttps://journals.iucr.org/paper?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.
journals.iucr.org
October 4, 2024 at 6:49 PM
First post, a chance to brag about this publication. Started 2019, and spent evenings and weekends writing up after changing jobs, but I loved working on it. Hope that the open data, code and models help others wanting to do the same thing, i.e. automate the tedious tasks to speed up the science.