AI Use Case

Deploy robots to do physical tasks in the agricultural process

Deploy robots to do physical tasks in the agricultural process, for example planting, watering and harvesting. Continuing the culture of automating agriculture started in the 18th Century.

Function

Benefits

Cost - Job automation

Case Studies

Small Robot Company ~Small Robot Company develops robots to monitor crops and soil to maximise yield,Blue River Technology ~Blue River Technology offers deep learning technology which is aspiring to reduce herbicide usage by offering a more precise and targeted spray application,Tanimura & Antle~Tanimura & Antle farm automates lettuce thinning with machine vision,Abundant Robotics~Abundant Robotics device autonomously harvests apples using machine vision to identify appropriate fruit,ecoRobotix~ecoRobotix aims to reduce the amount of herbicide farmers use by 20 times with robotics and machine vision,Small Robot Company ~Small Robot Company offers precision micro-spraying and physical weeding using robots aiming to reduce chemical usage by up to 95% ,Small Robot Company ~Small Robot Company offers robot for precision drilling and planting for per plant accuracy,Iron Ox~Iron Ox fully automates the growing process end-to-end with the potential of 30 times more produce than traditional farms

Industry

Basic Materials

Agriculture

Data Sets

Time series,Video

AI Technologies

Machine Learning (ML),ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Binary Classification,Product Type - Vision ,Model Architecture - Convolutional Neural Network (CNN),ML Task - Action Selection - Reinforcement Learning ,Product Type - Robotics,Model Architecture - Deep Neural Networks,Product Type - Vision - Image classification

Potential Vendors

Blue River Technology ,Blue River Technology