Abstract: A system for monitoring health of crop to validate crop insurance claim is disclosed. The system includes monitoring sensors to capture images of the farm at a predefined time interval. The system includes a processing subsystem to process captured images of the farm using image pre-processing techniques, a meta data extraction subsystem to extract meta data corresponding to each crop of the farm from each of the one or more captured images, a decentralized classifier subsystem to store extracted meta data on a blockchain based storage platform, a decentralized classifier subsystem includes an image recognition classifier subsystem to perform time stamping on the extracted meta data in the blockchain based storage platform corresponding to each of the one or more captured images and a validation subsystem is to monitor health of each crop, by accessing time stamped meta data from the blockchain based storage platform, to validate crop insurance claim.