A Visionary Approach!
I offer proprietary advanced image analysis models. I specialize in the full spectrum of image and video analysis, including segmentation, velocimetry, object analysis, and classification using both traditional and innovative AI models. From initial image acquisition to project completion, I provide solutions that precisely identify even the most challenging objects in images and videos, helping to drive breakthroughs in life sciences and physical sciences. I am also available for expert consultation in microscopy and flow visualization.
About Me
I am expert in image analysis, fluid dynamics, optical microscopy, and physical cell biology, leveraging my interdisciplinary knowledge to drive successful research, development, and scale-up. I am dedicated to fostering impactful advancements within the scientific community.
Advancing Science Through the Lens!
I leverage the full power of engineering software tools to deploy robust and validated algorithms for image and signal processing, AI-based classification, and beyond.
Image Analysis for Life Sciences
Automated image segmentation and object detection are crucial for advanced applications such as tissue engineering, high-content screening, spatial biology, and automated cell manipulation systems. With precise data, you can accelerate discovery and development.
Perform Label-Free Analysis of Objects Within Video and Image Sequences
I develop advanced image and video analysis models, employing sophisticated algorithms for detecting unlabeled and experimentally labeled objects across diverse imaging modalities, including bright field light and fluorescence.
Raw video was downloaded from yimo yan. (2020). https://doi.org/10.5281/zenodo.4303768
Precise Auto-Segmentation for Complex Objects!
My technology streamlines the masking and analysis of contiguous and hard-to-detect objects in order to focus on what matters most.
Unlock the Power of Image and Video Data for Machine Learning and Deep Learning.
My comprehensive image and image sequence analysis packages deliver precise segmentation and augmentation, enabling you to build, train, or evaluate AI models, or to derive insights through human expertise.
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Correlation
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Classification
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Regression
Streamlining Image Analysis With Custom User Interfaces
I design custom applications enabling efficient object quantification and process automation.
Unlock Vision!
I deliver precise image processing capabilities for mobile devices, encompassing binary to spectral applications, tailored to unique specifications.
Image Velocimetry
For dynamic field measurements over individual particle tracking, consider particle image velocimetry (PIV) tailored for a wide range of industries.
Original image credit: NSF–DOE Vera C. Rubin Observatory
https://rubinobservatory.org/gallery/collections/first-look-gallery/32ejonfcf955v6luvhdvbd746c
Original image was cropped prior to image segmentation.
From Microns to Light Years
Comprehensive geometric and spectral image analysis, from microscopic to astronomical scales, tailored for physicists.
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Contact Information
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