Using AI to improve farm
management at scale
AGRICULTURAL TECHNOLOGY
Drive efficiency and innovation on the modern farm
Our data preparation team and subject-matter experts (SMEs) partner with AgTech startups, food producers, AgroChem companies, and machinery producers to generate clean AI and ML data sets that help drive innovation in food supply solutions, precision agriculture, farm automation, and smart resource management.
Precision agriculture solutions
Data collection
and creation
We can help you get the data you need, and optimize it for further processing to unleash your ML team from this arduous, complex process.
Data cleaning
and curation
Once you have the data, we can help you manage it so that your ML team can quickly segment and manage your larger data set, providing accuracy and precision when labeling for specific use cases.
Video and
image annotation
We can precisely label image and video data with a variety of tools and techniques to ensure that you can get the insights you need effectively, quickly, and affordably.
Alternative
sensor data
We can take alternative data sourced from any sensor to synergize with other models and track the state of the farm for more effective insights and observations.
CROP AND YIELD OPTIMIZATION
Classify satellite and aerial images based on condition, crop presence, harvest readiness, and more, to help optimize farm management.
NUTRIENT AND WATER MONITORING
Convert analog and digital data into useful, easily visualized data.
LAND SURVEY AND SUITABILITY MODELING
Count plants on a field, trees in a forest, livestock, and much more using keypoints to accelerate dataset labeling and drive a variety of applications.
LIVESTOCK MANAGEMENT
Detect objects and accurately distinguish and follow objects across video frames.
HUMAN HEALTH AND SAFETY
Monitor employee safety gear, track employee exit and entry, identify unsafe situations, and more.
OBJECT DETECTION
Train models to find pests, damaged regions, hazards, tillage signs, and more.
COMPUTER VISION
Using computer vision for managing produce on an assembly line.
Learn what DDD can do to modernize your farm with AI
Expert Training Data Pipeline for Computer Vision and Natural Language Processing
End-to-End ML Data Preparation for AgTech
Aerial Image Segmentation
AgTech Case Studies
Our client needed to develop several systems that could detect objects, property lines, and health levels for flora.
DDD developed a unique segmentation process for over 10,000 images with 75 unique items in the ontology.
DDD labeled drone and satellite imagery of different trees in an orchard to monitor crop health.
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