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GithubAng sistema ng AI intelligent camera ng SingTown, na nakabatay sa OpenMV, ay nagbibigay-daan sa matalinong pagkilala at pagsusuri ng mga estado ng likido sa loob ng mga lalagyan sa mga pang-industriya at pang-agham na sitwasyon tulad ng mga eksperimento sa kemikal at pagsubaybay sa kapaligiran. Sa pamamagitan ng paggamit ng machine vision at mga algorithm ng pagkilala ng imahe, ang sistema ay tumpak na tumutukoy kung ang mga likido ay nagpapakita ng paghihiwalay, kalabuan, o hindi normal na paghahalo pagkatapos ng pagkuha. Ito ay malawakang inilalapat sa mga larangan kabilang ang mga eksperimento sa kemikal, pagsubaybay sa kapaligiran, at inspeksyon ng kalidad sa industriya, na nagbibigay ng maaasahang mga solusyon sa visual na pagtuklas para sa pananaliksik at produksyon.

In laboratory and industrial production, liquid extraction phase separation serves as a crucial indicator for analyzing purity and determining the success of reactions. However, traditional manual observation is not only inefficient and prone to subjective inaccuracies but also difficult to achieve real-time monitoring. SingTown Technology's intelligent camera solution, based on the OpenMV platform and integrated with AI and computer vision algorithms, enables automatic detection and phase separation recognition of liquid states within containers, thereby eliminating the need for manual observation.
The system analyzes the color of the liquid surface and interior, light refraction, and transparency changes through image recognition algorithms to automatically determine whether stratification, turbidity, floating matter, or sedimentation occurs. The edge-side AI model can learn the color and texture characteristics of different liquid samples, thereby adapting to various experimental scenarios, such as chemical extraction, oil-water separation, waste liquid treatment, and pharmaceutical development.
This intelligent camera supports continuous image capture and real-time alert functionality, capable of immediately outputting signals or triggering recordings upon anomaly detection. The embedded vision system features a compact structure and low power consumption, allowing for easy deployment on experimental equipment, industrial pipelines, or monitoring consoles to achieve unattended detection.
SingTown Technology, with the OpenMV intelligent camera at its core, deeply integrates AI image recognition and machine vision to provide edge-deployable intelligent visual inspection solutions for scientific research and industrial quality control, ensuring that every experimental result is more precise, consistent, and efficient.

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