By integrating multispectral data, eCognition can generate vegetation indices (like NDVI) at the object level. Instead of a blurry heat map, managers get a database showing the specific health status of every individual tree. eCognition Oil Palm Application: How to Download

What are you using? (Drone RGB, Multispectral, or Satellite imagery?)

The eCognition Oil Palm Application version 1.3 introduced extended functionality to perform gap detection within the plantation, YouTube·eCognition tv eCognition Oil Palm Application (1.3) Architect Solution

Trimble open-sources many legacy rule sets for research purposes.

For the most current download links and pricing, please visit the official Trimble eCognition portal or contact an authorized Trimble Distribution Partner.

Set a lower (e.g., 10 to 25) to ensure the boundaries match the edges of individual tree crowns.

Upon opening eCognition Developer or Architect, the software will prompt you to switch to the "OilPalm Mode".

Do you need assistance with integration inside eCognition?

In 2023, Trimble released . The download for this version is larger (~6GB) because it includes a pre-trained TensorFlow model for oil palm frond detection.

The Oil Palm Application should now be available in the application workspace for selection and execution. Getting Started with eCognition for Oil Palm

: 32 GB minimum (64 GB recommended for large UAV orthomosaics).

Features tools for gap detection to identify areas suitable for new tree planting or where thinning is required.

Comprehensive Guide to eCognition Oil Palm Application Download and Usage

You can render an image from the signature JSON text on the server. The following shows how to do this in .NET 4.5 C#, thanks to Daniel Knight. You would call this code as follows and it returns a base64 encoded byte array as a string:

GetBase64Png(jsonEncoding, width, height);

using System;
using System.Collections.Generic;
using System.Web.Script.Serialization;
using System.Drawing;
using System.Drawing.Imaging;
using System.IO;
using System.Web.Http;

public class GraphicsController : ApiController
{
	[HttpGet]
	[ActionName("GetBase64Png")]
	public string GetBase64Png([FromUri] string linesGraphicJSON, [FromUri] int width, [FromUri] int height)
	{
		return Draw2DLineGraphic(new JavaScriptSerializer().Deserialize<Signature>(linesGraphicJSON), width, height);
	}

	private string Draw2DLineGraphic(I2DLineGraphic lineGraphic, int width, int height)
	{
		//The png's bytes
		byte[] png = null;

		//Create the Bitmap set Width and height
		using (Bitmap b = new Bitmap(width, height))
		{
			using (Graphics g = Graphics.FromImage(b))
			{
				//Make sure the image is drawn Smoothly (this makes the pen lines look smoother)
				g.SmoothingMode = System.Drawing.Drawing2D.SmoothingMode.AntiAlias;

				//Set the background to white
				g.Clear(Color.White);

				//Create a pen to draw the signature with
				Pen pen = new Pen(Color.Black, 2);

				//Smooth out the pen, making it rounded
				pen.DashCap = System.Drawing.Drawing2D.DashCap.Round;

				//Last point a line finished at
				Point LastPoint = new Point();
				bool hasLastPoint = false;

				//Draw the signature on the bitmap
				foreach (List<List<double>> line in lineGraphic.lines)
				{
					foreach (List<double> point in line)
					{
						var x = (int)Math.Round(point[0]);
						var y = (int)Math.Round(point[1]);

						if (hasLastPoint)
						{
							g.DrawLine(pen, LastPoint, new Point(x, y));
						}

						LastPoint.X = x;
						LastPoint.Y = y;
						hasLastPoint = true;
					}
					hasLastPoint = false;
				}
			}

			//Convert the image to a png in memory
			using (MemoryStream stream = new MemoryStream())
			{
				b.Save(stream, ImageFormat.Png);
				png = stream.ToArray();
			}
		}
		return Convert.ToBase64String(png);
	}

	public class Signature : I2DLineGraphic
	{
		public List<List<List<double>>> lines { get; set; }
	}

	interface I2DLineGraphic
	{
		List<List<List<double>>> lines { get; set; }
	}
}

A full list of all possible settings is shown below. Note that not all would apply in all cases. For more detail see the documentation reference page.

$(selector).signature({
	background: '#ffffff', // Colour of the background
	color: '#000000', // Colour of the signature
	thickness: 2, // Thickness of the lines
	guideline: false, // Add a guide line or not?
	guidelineColor: '#a0a0a0', // Guide line colour
	guidelineOffset: 25, // Guide line offset from the bottom
	guidelineIndent: 10, // Guide line indent from the edges
	// Error message when no canvas
	notAvailable: 'Your browser doesn\'t support signing',
	scale: 1, // A scaling factor for rendering the signature (only applies to redraws).
	syncField: null, // Selector for synchronised text field
	syncFormat: 'JSON', // The output respresentation: 'JSON' (default), 'SVG', 'PNG', 'JPEG'
	svgStyles: false, // True to use style attribute in SVG
	change: null // Callback when signature changed
});

$.kbw.signature.options // Access settings for all instances

$(selector).signature('option', settings) // Change the instance settings
$(selector).signature('option', name, value) // Change an instance setting

$(selector).signature('option') // Retrieve the instance settings
$(selector).signature('option', name) // Retrieve an instance setting

$(selector).signature('enable') // Enable the signature functionality
$(selector).signature('disable') // Disable the signature functionality

$(selector).signature('destroy') // Remove the signature functionality

$(selector).signature('clear') // Erase any signature
$(selector).signature('isEmpty') // Determine if there is no signature
$(selector).signature('toDataURL') // Convert the signature to an image in a data: URL
$(selector).signature('toJSON') // Convert the signature to JSON
$(selector).signature('toSVG') // Convert the signature to SVG
$(selector).signature('draw', sig) // Re-draw the signature from JSON, SVG, or a data: URL