Autonomous Vehicles
Autonomous Vehicles have redefined the concept of mobility and are transforming the entire automotive industry … read moreThe Overview
While most companies in the business of drone software for data analytics belong to the energy and construction sector, our client is an ag-tech solution provider with a use case of crop-health monitoring system. We were on the job for refinement and churning out its training data for an AI model that analyses diseases in crops. The company uses drone imagery to fuel their machine learning to come up with insights and hidden patterns that farm managers and agronomists can use to tackle crop stress, diagnose diseases and plan treatments.The Challenge
Drone imaging is capable of producing accurate image location to the millimetre. For our client it means that once the planting is done by farmers, areas with stand gaps can be spotted and replanted as needed, and disease or pest problems can be detected and treated with analysis in the right away. Also, It is hard to invest time in data labelling with diverse planting patterns with increased crop diversity, less well known produce, and grains which look similar throughout their growth stages.The Solution
For AIsmartz it meant that the image annotation task at hand was an exhaustive one with precise agronomy knowledge. We provided a dedicated project manager to the client as a single point of contact, who could be given a download of the domain knowledge, business rules of the use case and could be reached out from time to time for checks on work progress. Two small teams of 6 labellers each were trained on the job in the first 3 weeks. Initially our client’s team monitored closely to guide with edge cases and nuanced annotations, but after 4th week our teams were able to accurately identify and tag differentiated images on a production scale.The Results
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Use Cases
Autonomous Vehicles
Autonomous Vehicles have redefined the concept of mobility and are transforming the entire automotive industry … read moreCommerce
AI leveraged automation is redefining retail experiences, making it more convenient to shop and manage stores for customers and retailers respectively.… read moreMedical AI
We partner with disruptive sports analytics, pharmaceutical and healthcare AI research companies to provide high-quality, secure and HIPAA-compliant data enrichment solutions… read moreLet's Connect To Get Started
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