Deep learning-based defect classification and detection in SEM images
Deep learning-based defect classification and detection in SEM images
May 12, 2025
spiedigitallibrary.org
High-definition (HD) images of lithium-ion battery cathode material surface were obtained for foreign particle analysis. A 20,480 × 15,360 pixel image was acquired at 500x of magnification in only 4 minutes and a foreign particle with a size of 353 nm was clearly visible in its digitally zoomed image (300 x 300 pixels). This particle turned out chromium metal debris by subsequent EDX point analysis. #LIB #LithiumIonBattery #Cathode #ParticleAnalysis #ForeignParticle #SEM #EDX #ElectronMicroscopy
0:45
High-definition (HD) images of lithium-ion battery cathode material surface were obtained for foreign particle analysis. A 20,480 × 15,360 pixel image was acquired at 500x of magnification in only 4 minutes and a foreign particle with a size of 353 nm was clearly visible in its digitally zoomed image (300 x 300 pixels). This particle turned out chromium metal debris by subsequent EDX point analysis. #LIB #LithiumIonBattery #Cathode #ParticleAnalysis #ForeignParticle #SEM #EDX #ElectronMicroscopy
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