![Application Note: A Revolution in Quantitative Petrography]({"xsmall":"https://www.zeiss.com/content/dam/rms/reference-master/campaigns/raw-materials/fy-21-22/geo-digitization-tofu2/quant-petrography_technotepreview.png/_jcr_content/renditions/original.image_file.100.100.150,172,1044,1066.file/quant-petrography_technotepreview.png","small":"https://www.zeiss.com/content/dam/rms/reference-master/campaigns/raw-materials/fy-21-22/geo-digitization-tofu2/quant-petrography_technotepreview.png/_jcr_content/renditions/original.image_file.360.360.150,172,1044,1066.file/quant-petrography_technotepreview.png","medium":"https://www.zeiss.com/content/dam/rms/reference-master/campaigns/raw-materials/fy-21-22/geo-digitization-tofu2/quant-petrography_technotepreview.png/_jcr_content/renditions/original.image_file.768.768.150,172,1044,1066.file/quant-petrography_technotepreview.png","large":"https://www.zeiss.com/content/dam/rms/reference-master/campaigns/raw-materials/fy-21-22/geo-digitization-tofu2/quant-petrography_technotepreview.png/_jcr_content/renditions/original.image_file.894.894.150,172,1044,1066.file/quant-petrography_technotepreview.png","xlarge":"https://www.zeiss.com/content/dam/rms/reference-master/campaigns/raw-materials/fy-21-22/geo-digitization-tofu2/quant-petrography_technotepreview.png/_jcr_content/renditions/original.image_file.894.894.150,172,1044,1066.file/quant-petrography_technotepreview.png","xxlarge":"https://www.zeiss.com/content/dam/rms/reference-master/campaigns/raw-materials/fy-21-22/geo-digitization-tofu2/quant-petrography_technotepreview.png/_jcr_content/renditions/original.image_file.894.894.150,172,1044,1066.file/quant-petrography_technotepreview.png","max":"https://www.zeiss.com/content/dam/rms/reference-master/campaigns/raw-materials/fy-21-22/geo-digitization-tofu2/quant-petrography_technotepreview.png/_jcr_content/renditions/original.image_file.894.894.150,172,1044,1066.file/quant-petrography_technotepreview.png"} "Application Note: A Revolution in Quantitative Petrography")
A Revolution in Quantitative Petrography
Digitization and Automation with Machine Learning
Polarization microscopy provides a broad set of challenges when preparing to build automated workflows for sample digitization. These unique challenges, broadly arise from orientation dependence and can be tackled using a combination of specialized equipment, automation, image processing, and machine-learning-based analysis techniques.