Palm oil fruit has a uniqueness that comes from the color of the fruit which is almost the same, namely dark black or slightly yellowish black when unripe, and dark red when ripe. This makes it difficult to distinguish between ripe and unripe palm fruit. Palm oil fruit has a large number in each tree. A system is needed to classify palm oil fruit maturity automatically. The Support Vector Machiā¦