Automatic identification and counting system for planktonic animals and algae

Aquatic-RS80-Automatic identification and counting system for planktonic animals and algaeFunction Introduction

Aquatic-RS80-Automatic identification and counting system for planktonic animals and algaeWe have a rich plankton library with 168179 valid algae libraries and 73928 valid zooplankton libraries.

The species and content of each gallery can be expanded independently.

Custom database, users can add algae/zooplankton images to their own custom database and create a local database.

Automatic comparison of deep learning techniques

By utilizing cutting-edge technologies such as deep learning (biological image alpha dog), we have solved the problem of fuzzy recognition of biological images in complex environments. We have achieved intelligent similarity search function without any conditional limitations, helping experimenters quickly search for possible species based on images observed under a microscope.

Single image magnification comparison for biomass calculation using geometric shapes to calculate biomass

Main performance indicators

1. Imaging device research grade color CMOS camera, data interface: USB 3.0, microscope adapter, three eye biological microscope

2. Software functions

1) Image acquisition camera connection, white balance, exposure time adjustment, can choose manual or automatic mode to capture 200 images, 3D depth fusion, super field of view stitching

2) The algae expert database displayed in both Chinese and Latin includes 11 phyla, 1569 genera, and 13085 species. There are currently more than 168179 valid algae databases, and the genera and contents of each database can be expanded independently. The database also includes specialized zooplankton expert databases displaying toxic algae, red tide algae, water algae, common freshwater algae in China, and common marine algae in both Chinese and Latin. There are currently more than 73928 valid zooplankton databases, and the genera and contents of each database can be expanded independently

3) Intelligent identification adopts current deep learning technology to automatically compare and identify single images, enlarge and compare multiple group images

4) Algae classification and counting use different colors and sizes of color circles to mark various microalgae. Clicking by class, automatic accumulation counting, automatic sorting of dominant species, sorting by phylum (class), and analysis of dominant community composition percentage can automatically calculate Shannon Wiener index, evenness index, algal density conversion, and planktonic animal abundance conversion. A large number of geometric models are used to assist in calculating biomass

5) The classification and counting of planktonic animals use different colors and sizes of color circles to mark various microalgae, and click by class, automatically accumulate counting, automatically sort dominant species, sort by phylum (class), and analyze the percentage of dominant community composition

6) Auxiliary function: Single cell microalgae automatic counting can measure the area of algae population, individual area of plankton, diameter of algae, length of algal filaments and flagella, and branching angle. The historical counting table memory function can annotate any text and size on the captured algal cell images

7) Multi user login system for data security and reporting, with each account forming independent data. The data is saved for a long time and statistical results are output in PDF format. The original data cannot be changed and has audit tracking function. The software automatically records every step of the operator's operation on the software for subsequent traceability of result data. Each batch of microscopic photos, statistical identification, and statistical data are automatically saved

Plankton analysis systemconfiguration

• Professional grade 20 megapixel color microscope CMOS camera

• Camera adapter for three eye microscope

• Zstream algae intelligent identification, counting and analysis system

• Intelligent identification and counting system for planktonic animals

• Brand business all-in-one computer

• Research grade three eye microscope (optional)