Success Story

Ecoation

Ecoation is the industry’s leading forecasting platform for greenhouses. It provides a solution for Integrated Pest Management (IPM) and Yield Forecasting, serving growers with actionable intel extracted from mountains of data to increase operational visibility, enhance decision-making, and help to scale their success.

Step 1

Customer Challenge

While launching OKO, its robotics and analytics platform, ecoation required experts in state-of-the-art technologies such as semantic instance segmentation and production edge computer vision systems. Finding the right team proved to be a challenge as they required a multidisciplinary set of skills at an advanced expertise level. That’s why they contacted the dtLabs team.

Step 2

The dtLabs Approach

We provided a full team, from labelers to senior system architects, and quickly developed initial versions of the technology to bring intelligence to agriculture. Our team collaborated closely with ecoation’s staff, from research to productization, ensuring a successful journey. After delivery of the initial scope of features, the dtLabs team continued to work alongside ecoation, refining its models and developing other products for IPM and Yield estimation.

Step 3

Technologies used

In each project, we carefully analyze the requirements and select the most suitable technologies and tools so that we can achieve quick results that exceed expectations.

iOS Development Stack

Swift, Objective C++, Metal (GPU), CoreML, Vision, CoreImage

Hardware Resources

Cameras, IMU, NVIDIA Jetson, FlyControllers.

Cloud Resources

AWS (S3 Buckets, DynamoDB, GraphQL, AWS Lambda, AWS Cognito)

Algorithms and Techniques

Instance Segmentation, Semantic Segmentation, Online Learning, Human-in-the-Loop Segmentation, Image Classification, Anomaly Detection.

Frameworks and Open Source Stacks

Eigen3, OpenCV, Open3D, ROS

Feedback

Ecoation Testimonial

“dtLabs integrates seamlessly with our teams. They have earned our trust by excelling in communication, delivery and focusing on results, helping us to develop technically challenging and amazing products”.

Maryam Antikchi

CEO at Ecoation

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