Smart Oil Palm Intelligence (SOPI)

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About SOPI

18-year oil palm industry experiences enable us anticipate your potential demands. Anavision software’s Smart Oil Palm Intelligence Software utilizes advanced spatial algorithms and unparalleled deep learning and Al-based data analytics techniques to provide intelligent insights on the plantation state. A combination of different features will optimize inventory control and refine overall practices in precision agriculture and smart forestry sectors, leading to a more informed decision-making on the inventory assets.

Based on our lab data, using Al for smart oil palm management is 150 times faster than manual labor counting. Our objectives are to improve production yield while minimizing the land use and reduce resource wastage by leveraging Al-based precise issue detection.

Why Us

Accelerated

Our optimized algorithms expedite system works down to 1 ha per second, coupled with batch processing capability enable to perform task over multiple dataset faster to increase the productivity

Ample

Comprehensive analysis generates detailed reports for various purposes providing sufficient resources, and intelligent information to effectively manage and analyze plantation related conditions

Adaptable

Works with various image resolution, accommodating the needs of both small- scale data volume and larger-scale initiatives without the need of Internet access. The result will be exported in common GIS data format for seamless integration with your systems

Accessible

Insert your plantation orthophoto and SOPI will do the most work for you

Accurate

Large dataset sample training in various selected conditions. Incorporate user feedbacks based on decades of experience in oil palm industry and real- world data significantly increase SOPI accuracy

What We Offer

Tree Counting

SOPI will provide various data about your plantation. It can finish counting the input image 1 hectare per second. Oil palm trees as the main targets will be counted.
• Precision: 99.7%
•True Positive rate : 99.5%
• F1 Score: 99.6%

Batch Processing

Latest SOPI upgrade enables batch processing of large orthophotomosaic files (>20GB) with GPU acceleration, delivering results up to 7x faster*. Simply select a source folder, and SOPI will processes images seamlessly without splitting files.
*Subject to configuration and file size.

Blank Spot Analysis

SOPI analyzes blank areas in plantations, suggests ideal planting locations based on input files and patterns. It’s perfect for processing multiple small orthophotomosaics across different areas to optimize layouts and spacing requirements.

Pre-define Polygon Detection Areas

SOPI now supports automatic tree counting within user-defined boundaries. Users can define specific areas for analysis by either:
1) Manually drawing polygons directly within the SOPI interface, 2) Importing a Polygon Shapefile into the system

Improve Young Tree Size Detection

With this upgrade, SOPI has significantly enhanced canopy size estimation for newly planted smallish trees (TBM) from UAV orthophoto mosaic images. No manual input required.

Planting Distance

SOPI provides planting distance information to help you optimize land use and ensure each tree has sufficient access to sunlight, water, and nutrients to enhance productivity and fruit quality, ultimately increasing profitability of your plantations.

Tree Height

SOPI can classify trees by different heights and provide palm tree amount of each height category. The output generates information of tree height from the Digital Surface Model (DSM) and Digital Terrain Model (DTM).

Crown size

SOPI can tell the size of each palm tree. The process involves statistical modeling and machine learning algorithms based on huge oil palm samples. Utilize crown size data helps to predict tree age and health for better management.

Geolocation

The output contains XY coordinate so that we can trace back the location of every single tree detected at the field/block.

Report Generation

A detailed oil palm plantation analysis report with counted numbers, and other useful information will be generated automatically by SOPI to provide high level oil palm intelligence to decision makers.

Our Award

Excellence in Agricultural AI-Driven Environmental Monitoring and Resource Management

Our innovation in smart agriculture, Smart Oil Palm Intelligence (SOPI) - an Al-based plantation technology empowers oil palm plantation industry with productivity and sustainability by our accurate analysis and user-friendliness to handle the difficulties bothering the industry for long.

Support

SOPI Installation Guideline SOPI System Requirements User Interface Input File License Types Transfer License

SOPI Installation Guideline

SOPI is running very efficient, it does not require high-end computer specifications to perform. Low computer specification will not reduce the accuracy of the detection, but high computer specification will speed up processing time. With the following “Recommendation Configuration” the speed of the detection is approximately 1 second per hectare.

SOPI System Requirements

Recommendation Configuration
a) Operating System Windows 10
b) Processor: Intel® CoreTM i7 4 cores @3.6GHz or equivalent
c) GPU: Discrete NVIDIA or AMD GPU with 4GB VRAM
d) RAM 16 GB
e) NVMe Solid State Drive

User Interface

SOPI offers a user-friendly interface with clear instructions to implement demanded features for users to get started quickly. Simple workflow and high adaptability will save your time from uploading data for outputs.

Input File

Input Imagery format:
I. File format: Geotiff (*.tiff), BIGTiff supported.
II. RGB 24bit
III. Coordinate Reference System (CRS): Any CRS with Planar metric in meter
IV. Ground sampling distance: to get the best result, it is recommended to use 7-9cm GSD

License Types

Before using SOPI, a token will be required to activate the software, please email us on info@anavision.com or contact our partners in your country to request it then simply enter the token provided to activate the software.

There are currently 3 types of node-locked license in SOPI software: 1)Demo License 2)Trial License 3)Perpetual License

Transfer License

SOPI has a high adaptability to transfer license to different computers. SOPI can still work well without having to purchase a new license if you upgrade to a new computer or switch devices. This can save your time and effort, particularly if you have customized data associated with the software.