DEFECT SORTING 

DEFECT DATES HYPERSPRECTAL CAMERAS

The task of Dayes grading in general involves a number of advantages: dates among them are subject to high variation in color , depending on variety, ripeness, and other conditions. Camera vision is a fast, economic, dependable and objective inspection and classification technique: An automatic fruit Camera recognition system which is able to identify with high speed and accuracy all product features such as size, defect, quality, color, texture, ripeness advantages to its users. Date sorting machines provide key benefits, ranging from fast and high-volume classification, savings in labor, consistent quality and reduced time-to-market. The dates sorting machine process can reach tens of thousands of pieces sorted per hour, an order of advantage which human sorting cannot even approach. The accuracy level of the automatic date sorting process is much higher , providing for a very reliable solution to minimize the time needed to bring product to the markets. Automatic dates classification The method implemented by our Vision extracts visual datas and features from the date. Several variables are taken into account. Length, shape, softness, intensity (among others) eligible variables which provide information to the computer vision system. Our method then gives this information to a machine learning scheme for automatic classification of dates. After proper training, performed by comparing data to a manual classifier – the system provides an excellent automatized dates classification. The benefits of this method for automatic dates classification are not only economic: our Cameras vision solution for date sorting are also hygienic and guarantee an objective assessment when market standards need to be meet.