Yuanguang Microscopic Cell Counting System
Model: YG Cellens‑V2Cell Intelligent Counter v2.0 is an intelligent analysis tool designed for microscopic cell images. Based on Otsu adaptive thresholding plus distance transform watershed segmentation algorithms, it enables one-click precise counting and data analysis of various cell types such as yeast, bacteria, and blood cells.
Specifications
| Item Parameter | |
|---|---|
| Core algorithm | Otsu adaptive threshold segmentation + distance transform watershed segmentation algorithm |
| Supported image formats | JPG / PNG / BMP, supporting drag-and-drop upload and local file import |
| Counting suitability range | Multiple types of microscopic cell samples such as yeast, bacteria, blood cells, and microorganisms |
| Threshold mode | Dual-mode switching between automatic threshold (Otsu algorithm) / manual threshold (20-235 adjustable) |
| Adjustable parameters | Gaussian blur radius (0-4, step 0.5), minimum particle size (3-200px²), maximum particle size (100-10000px²), cell separation sensitivity (10-200) |
| Core statistical indicators | Number of detected cells, average cell area (px²), image size, cell density (cells/mm²) |
| Export format Excel spreadsheet, TXT text, Word experimental report | |
| Auxiliary functions | Cell marker visualization toggle, parameter reset, one-click recalculation |
Features
- Powered by intelligent AI algorithms, it automatically completes cell segmentation and counting with no complex configuration, allowing even beginners to get started quickly
- Dual threshold mode design: the automatic mode suits routine samples while the manual mode allows precise fine-tuning for special images, adapting to microscopic images with different clarity and staining effects
- Multi-dimensional adjustable parameters, supporting fine adjustments of blur radius, particle size range, separation sensitivity, etc., to solve counting challenges such as cell adhesion, uneven size, and background noise interference
- Real-time synchronized output of multi-dimensional statistical results, with core indicators such as total cell count, average area, and density clearly presented, requiring no manual secondary calculation
- Full-format data export with one-click generation of Excel, TXT, and Word reports, convenient for experimental data archiving, reporting, and traceability
- Lightweight web-based tool that requires no client installation and opens directly in a browser, supporting drag-and-drop image upload with an extremely simple workflow
- Visual marker verification function that toggles the display of cell markers with one click, intuitively verifying counting results and effectively avoiding missed or misjudged counts
Applications
- Cell biology, microbiology, genetics, and molecular biology experiments in university life science colleges, medical schools, agriculture and forestry colleges, and biochemistry laboratories
- Cell sample testing, microbial counting, and environmental sample analysis at research institutes and third-party testing institutions
- Cell culture quality control, microbial limit testing, and cell concentration detection of fermentation samples at pharmaceutical and biotechnology companies
- Quantitative analysis of blood cells, body fluid cells, and pathological section samples in hospital clinical laboratory and pathology departments
- Counting and analysis of microbial colonies, algae, and cell-type samples in the fields of food testing and environmental monitoring