If the amount of water extracted from the ground is equal to the amount of water which gets naturally infiltrated, will the case of groundwater depletion arise?
No, the situation is in balance.
Water table reduces if we keep consuming groundwater. In a situation where the same amount of water that is being used gets infiltrated back to the ground naturally then the case of groundwater depletion does not arise. Hence, the situation will be in balance.