Agricultural AI

The iMerit workforce extracts intelligence from unstructured data, enabling precision agriculture and smart farming technologies to help farmers predict yield, reduce water usage, protect crops and automate farm operations.

iMerit extracts intelligence from unstructured data for precision agriculture and smart farming

Use cases

Agricultural Robotics

iMerit experts train computer vision models by annotating and labeling plants and crops, to automate repetitive tasks like harvesting, picking, pruning, seeding, and spraying, allowing farmers to focus more on improving overall production yields.
Pest and Weed Detection

iMerit’s CV experts annotate the diseased sections of plants, enabling machine learning algorithms to detect the exact location of pests or weeds and remove them. It helps farmers in reducing or eliminating the use of herbicides.
Crop Monitoring

iMerit teams extract critical data from aerial imagery of farmlands, enabling artificial intelligence systems to assess crop health and monitor crop growth on a per crop basis and power automatic recommender systems for farmers.
Field and Soil Study

iMerit’s specialists mark fields based on thermal properties of soil including thermal conductivity, thermal diffusivity, moisture level, and specific heat. It assists farmers in determining the most suitable crop location.
Predictive Analytics

iMerit experts extract crucial data from imagery of fields and sky to power AI systems to make accurate predictions on soil, weather, and crops. Insights are provided to farmers, enabling timely decisions for quality produce.
Autonomous Tractors

iMerit teams annotate and label land, crops, pests, weeds and other agricultural products to power autonomous tractors. The sensor and GPS fitted tractors enable precision farming, allowing effective land and resource management.

"Well-managed team, hits predictable timelines, good quality work, easy to scale team up and down. iMerit helps us produce our products faster."

CTO - Geospatial intelligence company focused on property risk and valuation

Geospatial intelligence company

Capabilities

Expert annotators plot points on each vertex of the target object, regardless of shape.
POLYGON ANNOTATION

Expert annotators plot points on each vertex of the target object, regardless of shape. For instance, they outline boundaries of fruits to power growth progress detection.

iMerit Computer Vision experts use rectangular box annotation to localize entities
BOUNDING BOXES

iMerit Computer Vision experts use rectangular box annotation to localize entities including produce for crop monitoring and pests and weeds to prevent and control crop diseases.

iMerit experts perform pixel-perfect semantic segmentation of crops and weeds
SEMANTIC SEGMENTATION

iMerit experts perform pixel-perfect semantic segmentation of crops and weeds sourced from proximal RGB and NDVI imagery to power smart farming technologies.

Annotation on 3D images is performed to create an elevation map of farmlands for soil analysis
3D ANNOTATION

Annotation on 3D images is performed by the iMerit team to create an elevation map of farmlands and assist use cases like land segmentation and soil analysis.

iMerit’s workforce performs path planning, or motion planning to help autonomous tractors navigate
PATH PLANNING

iMerit’s workforce performs path planning, also known as motion planning, to let autonomous agriculture tractors find the most optimal path between two points.

By The Numbers 

500

+

Trained Data Labelers and QA Experts

10

MM

Agricultural Images Labeled

95

%

Accuracy in Plant Semantic Segmentation

Featured
Content

Case Study

Sentera and iMerit: Improving Yield Using AI

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whitepaper

GIS Data Annotation for Farming

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post

Quality Matters: An Engagement Review of Semantic Segmentation for Crops, Weeds

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How Art and Science Intersect On The iMerit Solutions Team

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compilation

Glossary for Geospatial Terms

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Getting
Started!

The need for speed in high-quality data annotation has never been greater. iMerit combines the best of predictive and automated annotation technology with world-class data annotation and subject matter experts to deliver the data you need to get to production, fast.

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