Fruit Recognition Using Color Analysis

Download Document/Synopsis
Here we proposed a system where fruits are recognized based on RGB color. System successfully recognizes unique color fruits. System identifies fruits based on specified RGB range. For more accuracy we had applied image pre-processing steps. System detects the pixels which falls under RGB range and selects connected pixels. System counts number of connected pixels. Based on number of connected pixels, system will detect the fruit uploaded by user. We use matlab to preprocess input images and then use color grading in order to identify the best match of the fruit in the provided image.


Advantages
  • Can be used in fruit processing units
  • Can be used for fully automated fruit grading
Disadvantages
  • System detects only unique color fruits
  • Requires good quality images.
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