In agriculture, floriculture is an area that deals with the trade, nursery, pot plants, seed & bulb production, micro
propagation and extraction of essential oils from flowers. In these situations, flowers are identified and recognized
manually. Even, the flower recognition process used for searching the patent flower images (whether the flower
image applied for patent is already present in the patent image database or not? (Das et. al., [2]) involves manual
interaction. Since these activities are being done manually and they are mainly labor dependent, automation is
necessary.