The Landmines are one of the deadliest weapons used in war which has killed millions of people during the world war period. Specifically, even at the current scenario the landmines spares around 15000 to 20000 lives each year as per the report from UN. There are lot of devices, technologies roaming around the fields to detect the landmines and it is not sufficient or sometimes unpredictable. Few reports from UN suggests that still there are lot of landmines which is leftover without exploding and it may explode when it is triggered with pressure on it. To locate the landmines the devices like Metal detectors were used initially and later used with sensors to improve the prediction. But, all these detectors or technology goes in vain while some of the mines couldn’t be recognized due to unusual physical or chemical properties. Ultimately to overcome these drawbacks and save millions of lives of the soldiers and people who lives near war affected areas, the new proposal on “Landmine Detector drone’s using Machine Learning” is proposed in this paper. The Drone with sensor’s attached will determine the physical and chemical properties of the object present beneath the soil.