Particle Classification

Automation-Focused Particle Size Classification with MIPAR
Our goal is straightforward: to automate as much of your particle size classification as possible, through either fully automated or supervised workflows. MIPAR eliminates the need for manual point counting or annotation. Simply open an image, load your tailored recipe, and generate a report ready to share, streamlining the classification of particles with precision and efficiency.
 
Comprehensive Particle Size Classification Overview
Particle size classification is vital for assessing material quality and predicting material properties, such as mechanical performance. MIPAR enables accurate and efficient classification of particles, providing key insights into particle characteristics, including size, shape, and distribution.
 
Overcoming Challenges in Particle Size Classification
Automating particle size classification is complex due to the wide diversity in particle characteristics, including size, shape, and chemical composition, as well as the presence of overlapping feature ranges. High-resolution imaging and sophisticated algorithm development are essential for accurately classifying particles based on their varied features. Challenges in sample preparation, particle differentiation from the background, and handling agglomerated or clustered particles are crucial factors affecting the classification of particles.
 
MIPAR's Solution for Particle Size Classification
By combining robust Deep Learning models with conventional image analysis approaches, MIPAR quickly and accurately detects particles. Once detected, particles can be classified based on their size, shape, or texture characteristics. The particle population can then be quantified using counts, size, and shape measurements, enabling comprehensive particle size classification and deeper insights into material properties.
 
Advantages of Using MIPAR for Particle Size Classification
Save time, eliminate inter-operator variability, and gain a deeper understanding of your particle microstructure while gaining confidence in the quality of your particle size classification and measurements.
 
Who Can Benefit?
MIPAR is ideal for materials scientists, researchers, and quality control professionals in the particle manufacturing industry who require precise and efficient classification of particles.
 
Technical Details
MIPAR supports over 150 file types from a wide range of instruments and manufacturers, including automated calibration and metadata import. Micrographs can be processed in batches, and MIPAR includes a batch review environment to ensure detection and measurement accuracy. The software runs locally on your workstation, ensuring security without the need for an internet connection.

System Requirements
Documentation >>

Demo
Have to see it to believe it? We understand, so we've made it easy to schedule a demo with a MIPAR Applications Engineer.

Support
Connect with our Applications Engineers, who bring years of experience in Materials Science and automated micrograph analysis. Our support team is dedicated to partnering with you in your scientific pursuits.

​Cost
​License costs vary depending on the type of license and the number of operators. Submit a quote request, and a representative will get back to you as soon as possible.

Resources
• Particle Size Analysis 
​​• Particle Shape Analysis
​​​​• Citations
​• Where Software Fits Into Particle Analysis Workflows
​​• The Dawn of Particle Analysis in the Age of Artificial Intelligence

Check Out Our Products

MIPAR Base: our core product to analyze images from almost any source. Extensions enable Deep Learning models, Word reports and 3D data analysis.  MIPAR Base Page >>

​Microscope Software: capture, analyze and report all in a single workflow with MIPAR Live. Check to see if your camera is supported. MIPAR Live Page >> ​​

Compliance Software: analyze, report, and approve in a 21 CFR Part 11 or GMP Annex 11 compliant environment with traceability. MIPAR Checkpoint Page >> ​​

MIPAR APIs: tools to help integrate MIPAR detection and measurement solutions into other software applications and workflows. APIs Page >> ​​​

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