1 software found
Peaksort software
Peaksort - NIR and Color Shape Image Processing Software
Peaksort has developed advanced image processing software utilizing machine learning algorithms for detailed detection of color, shape, and foreign materials in food products. The software combines images from a Near Infrared (NIR) single-channel camera and an RGB 3-channel camera to create a 4-channel spectral image covering wavelengths from 400 to 950 nm. Machine learning models like PCA, LDA, and SVM are employed to analyze these images. The system enhances inspection accuracy by identifying stains, bruises, deformations, and other imperfections, both visible and invisible. This precision improves the sorting and analysis of products. Moreover, object detection algorithms are implemented to spot shape irregularities. The system efficiently scans products at speeds of approximately 3 m/s and a frame rate of 2000-3500 fps, ensuring robust separation of products with foreign materials or deformities, achieving up to 98% success in sorting.
