3. Projects

AeroMegh Intelligence – Projects Section: Your Guide to Managing Projects

The Projects section of AeroMegh Intelligence offers an intuitive interface as a skylark drones alternative for creating, organizing, and analyzing your geospatial projects. Designed for both beginners and advanced users, it ensures seamless navigation and robust data management.

1. Projects Screen

Overview of Projects Screen

The Projects screen serves as a centralized workspace where you can view and manage all active projects.

1. Key Features

Key Features of the Projects Screen

Project List: Displays all your projects in a clean, tabular format.
Search Bar: Quickly locate projects by typing the project name.
Sorting Options: Organize projects by Name, Date, Area, or Images by clicking on the column headers.
Pagination: Navigate through multiple pages of projects using the pagination controls at the bottom.
Add New Project: Create a new project using the “+” button.

💡 Tip: Each column is interactive. Click on headers like Name or Date to sort the list as needed.

2. Table Columns

Understanding the Table Columns

Name: The unique identifier or title of your project (e.g., Project19NOV).
Date: Indicates when the project was created or last modified.
Area: Displays the total area covered by the project in square meters (e.g., 17233073292736.56 Sqm).
Images: Shows the number of images linked to the project.

🎯 Example: If you see 1 image, it means the project is linked with one uploaded image for analysis.

2. Create Project

This section will help you create your AeroMegh Intelligence project using simple steps.

Step 1: Create a Project

How to Create a New Project:

➕ Add New Project:
- Tap the “+” button at the top of the Project Page.
- This opens the New Project dialog.

2.📝 Name Your Project:

– By default, the project is named: Project_<Month>_<Day>_<Year>_<Time>.

– Example: Project_Dec_19_2024_12_39_06_PM.

– You can rename it for clarity (e.g., “Farm Analysis 2024”).

3. ✅ Save the Project:

– Click Add Button.

-You will see a success message: “Project Created Successfully.”

🎯 Tip: Give your projects meaningful names for easy identification later!

3. Project Management

Managing projects effectively is crucial to utilizing this skylark drones alternative platform’s full potential. This section provides a detailed guide to accessing, navigating, and analyzing projects.

3.1 Opening a Project

Opening newly created and existing projects can be done in two simple ways:

1. 🏠 Using the Dashboard:
– Locate your project in the Recent Projects list.

– Click the Open button to access the project.

2. 📂 Browsing the Projects List:

– Navigate to the Projects

– Click on the project name to open it.

💡 Tip: Use the search functionality on the Projects page to quickly find specific projects.

3.2 Navigating the Project Workspace

The project workspace is divided into four main sections:

3.2.1 Project Name

Name: Top-left corner of the workspace.
Content: Displays the project name and its hierarchical path to overcome manual gis detection, such as:

Projects > Project_Dec_19_2024_12_10_00_PM

Use Case: Quickly identify your project’s location within the system.

3.2.2 Images Section

This section stores all the images associated with your project.

Add Image

How to Add Images:

1. ➕ Click the Orange “+” Button:

- Located next to the Images label.
- Opens the Upload Images dialog.

2. 📂 Select Files:

You can either drag and drop the TIFF (.tif) images directly into the Upload Images dialog or click to select files.

Drag and Drop:
- Drag your TIFF (.tif) files into the designated area of the Upload Images
Click to Select Files:
- Clicking the upload area will open the file dialog, allowing you to browse and select the desired TIFF files.
- After selecting the files, click the Open button to confirm your selection.

🚫 Note: Only TIFF (.tif) files are supported for upload.

3. Upload Progress:

- The platform will display the upload progress for each file to overcome manual gis detection. Once the upload completes, it will validate the files and show the Upload Images dialog with the uploaded files listed.

Additional Actions:

If you want to upload more images, click on the “+Add More Images” button and repeat the upload process.
Once you have finished uploading images and do not wish to add more, click the “Done” button to proceed.

Images Table Features:

🖼️ Name: Displays the file name of the uploaded image.
⏱️ Captured: Timestamp of when the image was created.
📏 Area: Displays the image’s coverage area (in square meters).
📦 Size: Indicates the file size of the image.
⛰️ Elevation Image: Represents the elevation data captured in the image, showing the vertical distance relative to sea level or ground level, depending on the source.

Additional Tools:

🔎 Search Bar: Quickly find images by typing their names.
🎯 Tip: Organize images by date or zone for easier management of large projects.

Upload DSM Image

To perform measurements that require elevation data, such as volumetric or height calculations, and improve gis workflow efficiency, you must upload a DSM (Digital Surface Model) image containing elevation information. Follow these steps to upload a DSM image in TIFF (.tif) format.

How to Upload a DSM Image

Open the Project to view images screen as shown

1. Open the Upload DSM Dialog

Click on the “Upload DSM” button.
This will open the Upload DSM dialog.

Select Files

You can add your DSM image using one of the following methods:

Option 1: Drag and Drop

Drag your TIFF (.tif) DSM file into the designated area of the dialog.

Option 2: Browse and Select

Click on the dialog area to open the file browser.
Browse for your DSM TIFF (.tif) file and select it.
Click the Open button to upload the selected file.

🚫 Note: Only TIFF (.tif) files are supported for DSM uploads.

Monitor Upload Progress

Once the file is selected, the platform will display the upload progress for the DSM image.
After the upload is complete, the system will validate the file and display it in the Upload DSM dialog.

Additional Actions

Add More DSM Files:
- To upload additional DSM images, click the “+Add More Images” button and repeat the process.
Finish Uploading:
- - Once all required DSM images are uploaded, click the “Done” button to complete the process.

Edit Image

You can update an image name directly through the Edit option in the Image Details Table. Follow these steps:

1. Locate the Image:

– Navigate to the Images Section of your project.
– Find the image you want to edit in the table.

2. Access the Edit Option:

– Click the three-dot menu (⋮) in the last column of the image’s row.
– Select Edit from the dropdown options.

3. Update the Image Name:

– The Update Image dialog will appear.
– Modify the name in the provided text field.

4. Save the Changes:

– Click the Update Image button to finalize the new name.

5. View Confirmation:

– The updated image name will be reflected immediately in the Image Details Table.

💡 Tip: Always use clear, descriptive names for better project organization and searchability.

Delete image
Deleting an Image

You can remove an image from your project by following these steps:

1. Locate the Image:

-Navigate to the Images Section of your project.
– Find the image you want to delete in the Image Details Table.

2. Access the Delete Option:

-Click the three-dot menu (⋮) in the last column of the row corresponding to the image.
-Select Delete from the dropdown options.

3. Warning Confirmation:

-A dialog box will appear with the following warning message:
“Are you sure you want to delete the selected image(s)?”
-You will see two options: Yes and No.

4. Delete the Image:

-Click Yes to confirm and proceed with the deletion.
-The image will be permanently removed from your project.

5. Cancel the Deletion:

If you do not want to delete the image, click No to return to the Images Section without making changes.

💡 Important Note: Once an image is deleted, it cannot be recovered. Ensure you have a backup or no further use for the image before confirming deletion.

View Image

The View Image screen in AeroMegh Intelligence provides users with a robust interface to analyze Ortho mosaic images, annotate regions of interest, and export data for further use to improve gis workflow efficiency.

Navigating to the View Image Screen

Accessing:

Click on the View button next to the desired Ortho mosaic image in the image list.
The selected image will open in a dedicated workspace.

Overview of the View Image Screen

Main Components

1. Image Display Area

-The uploaded Ortho mosaic image occupies the central section of the screen, allowing for clear visibility and interactive tools for analysis.

2. Toolbar (Left-hand side):

The vertical toolbar houses the tools necessary for image manipulation, annotations, and exports:

- Pan: The Pan Tool is used to navigate around the mosaic by shifting the view in any direction without zooming in or out.
- Detection Area Tool: Mark specific regions for further detection.
- Annotation Tools:
  - Polygon: Draw freeform shapes.
  - Rectangle: Highlight rectangular regions.
  - Circle: Mark circular areas of interest.
- Polyline Tool: Create linear paths or connected lines.
- Marker Tool: Pinpoint specific areas on the image.
- Center Tool: Quickly recenter the image in the workspace.
- Compare Tool: Compare:
  - Two areas within the same image.
  - Similar regions across different images.
- Export Tool: Save annotated images and detection areas as a GeoJSON file.
- Import Tool: Add GeoJSON overlays to reintroduce annotations or detection zones.

3. Detection Details Panel (Right-hand side):

- Classes: Lists detection categories with their associated labels and counts.
  - Visibility toggles are available for better focus on specific classes.
  - Class names can be edited directly in this panel.
- Detection Areas: Displays all selected detection regions. Clicking on an area zooms into its corresponding annotation on the image.

4. Measurement Panel:

To calculate measurements:

Select the Annotation: Click on the edge of the annotation to select it.
Choose a Calculation Method: Select a method for volume calculation—Fit Plane, Average, Highest, or Lowest—from the available options in the measurement panel.
Click Calculate: Click the Calculate button in the measurement panel to view the measurements.

Properties
- - 2D Perimeter and Area: Shows exact measurements for selected annotations.
    1. 2D Perimeter: The total length of the boundary of the annotation.
    2. Area: The surface area enclosed within the annotation.
- Volume Calculations (if applicable):
  - Total Volume: Displays the total calculated volume for selected regions.
  - Fill Volume: Indicates filled areas.
  - Cut Volume: Shows areas removed or excavated.

3.2.3 Detectors Section

Assign AI detectors to analyze the uploaded images.

How to Assign Detectors:

1. Open Detector Selection Screen

Click the “Assign Detectors” button from the images screen.
This action opens the Detector Selection screen.

2. Select Detectors

In the Assign available detector Screen, detectors are displayed as cards containing the following details:
- Detector Name: The name of the detector (e.g., Pit2, Pits_Detector).
- Accuracy: Indicates the performance accuracy of the detector. If unavailable, it is marked as NA.
- Classes: Displays the types of data the detector can process (e.g., “Pit,” “Cauliflower”).
- Status:
  - Completed: Ready for use.
  - Requires Training: The detector needs training before usage.
- Date: Displays the creation or training date of the detector.

Steps to Select a Detector

Mark the Checkbox: Click the checkbox in the top-right corner of the desired detector card.
Multi-Selection: Select multiple detectors by marking additional checkboxes.
Direct Assignment:
- If a detector has already been used for the image and is available under the Detectors tab, you can directly check and assign it on the image’s screen by selecting it from the list.

3. Assign Detectors

After selecting detectors, click the Assign button at the bottom of the screen to finalize the selection.

Additional Options

These detectors are ready to be applied to images. Go to Detectors or Click here if you want to train a new one.
- Clicking on Detectors will navigate to the Detectors page, where you can explore and manage all available detectors.
- Clicking on Click here will open the Train a New Detector dialog.
- To train a new detector manually, visit the Train New Detector section for detailed instructions.

🎯 Tips for Effective Detector Selection:

Accuracy: Prefer detectors with higher percentages for more precise analysis.
Classes: Ensure the detector supports the required data type.
Status: Use only detectors labeled as “Completed” for immediate results.
Navigation:
- Use the pagination feature at the bottom to browse through multiple detector pages.
- The “+” button allows you to create or add a new detector if needed.

3.2.4 Results Section

Once an analysis is complete, view the output here.

The Results section is located on the right-hand side of the screen. It displays the following key elements:

Image Information:
- Thumbnail Preview: A small preview of the processed image.
- Name: The name of the image being processed (e.g., cog_ortho_02).
Timestamp:
- The date and time when the detection process was completed (e.g., Dec 27, 2024, 7:12 PM).
Status:
- Indicates the completion status of the detection process (e.g., Completed).
View Results Link:
- A clickable link labeled “View Results” allows users to navigate to the results page for a detailed analysis of the detection output.

3.3 Processing Images for Detection

Analyze specific areas within an image by following these steps:

Steps for Image Analysis

Steps for Image Analysis: Marking, Annotating, and Managing Detection Areas

Step 1: Open an Image for Processing

Open the project containing the image to be analyzed.
Click on the “View” button from the image details row on the screen to begin processing.

Step 2: Mark Detection Areas

Select the Detection Area Tool
– Click on the Detection Area Tool from the toolbar to activate it.

Outline the Region
– Using the selected Detection Area Tool, follow these sub-steps to mark the detection area:

2.1. Mark Points:
– Click on the image to place points.
– Each point will be connected by a dotted line to the previous point.
2.2. Finalize the Area:
– After marking all points, click on the last point marked to close the loop and finalize the detection area.

View the Marked Detection Area

The outlined detection area will now be displayed with a dotted red line, indicating the selected region for further analysis.

Step 3: Annotate Areas on the Image

To highlight areas of interest on the image, use the annotation tools provided in the toolbar. Follow these steps:

1. Select an Annotation Tool
  - Choose from the following annotation tools available in the toolbar:
    - Polygon Tool: Ideal for irregular shapes.
    - Rectangle Tool: Best for square or rectangular regions.
    - Circle Tool: Useful for marking circular areas.
    - Polyline Tool: Suitable for lines or linear features.
2. Mark Points on the Image
  - Polygon Tool:
    - Click to mark each vertex of the polygon.
    - Connect the last point to the first to close the shape and finalize the polygon.
  - Rectangle Tool:
    - Click and drag to draw a rectangle.
    - Release the mouse to finalize the rectangle.
  - Circle Tool:
    - Click and drag to draw a circle, using the starting point as the center.
    - Release the mouse to finalize the circle.
  - Polyline Tool:
    - Click to mark points for the line.
    - Double-click the last point to complete the polyline.
3. View and Adjust Annotations
  - Once an annotation is drawn, it is automatically added to the Detection Details Panel for easy tracking.
  - To adjust an annotation:
    - Click on the annotation edge to select it.
    - Drag the points to modify its shape or position.
4. Finalizing Annotations
  - Ensure all annotations are accurately drawn and aligned with the areas of interest.
  - Each annotation will display details like its shape, coordinates, and measurements in the Properties Panel for further actions.

💡 Tip: Use the Center Tool from the toolbar to align the image view and ensure precise annotations while analyzing different sections of the image.

Step 4 : Compare Areas

- Use the Compare Tool to:
  - Analyze different sections of the same image.
  - Compare data between two separate images.

Step 5 : Export and Import Data

Export Data:

Click on the Export Tool in the toolbar to save all annotated data as a GeoJSON file.
The .geojson file will be automatically downloaded to your local storage.

Import Data:

To overlay or reintroduce existing data, click on the Import Tool in the toolbar.
This action will open an Upload File Dialog.
Select the desired .geojson file and click Open to upload and import the data into the project.

Notes for Effective Usage

Ensure that all required annotations are properly saved before exiting.
Use the Detection Details Panel to keep track of labeled regions for better organization.

🎯 Tip: Mark detection areas accurately to improve detection precision.

3.4 Detection / Analyzing Images

In AeroMegh Intelligence, you can analyze both individual images and all images within a project, depending on your needs. This section covers the steps for both single-image detection and project-wide analysis.

3.4.1 Analyzing the Entire Project

To analyze all images in your project with a single command:

1. Assign Detectors to Your Project

Ensure detectors are assigned to your project by following the steps in 3.2.3.

2. Click “Detect on Entire Project”

This button is located in the top-right corner of the interface.
Clicking this will start the detection process for all images within the project.

3. Check the Results Section

Once the analysis is complete, go to the Results Section to explore the insights for all images analyzed in the project.

3.4.2 Analyzing a Single Image

If you need to analyze a specific image in your project:

1. Select an Image
Choose the image you wish to analyze from the project dashboard.

2. Assign Detectors to the Image
If detectors are not yet assigned, follow the steps in 3.2.3 to assign them.

3. Click “Detect on Selected Image”

This button is located near the selected image.
Click to initiate detection on the chosen image.

4. Review Results in the Results Section
After the analysis is completed, go to the Results Section to view the insights and detections for the selected image.

3.5 Recommended Workflow for Success

Follow this streamlined workflow to manage and analyze projects effectively:

📁 Create a Project:
- Start by adding a new project from the dashboard.
🖼️ Upload Images:
- Use the “+” button to upload images to the project.
🤖 Assign Detectors:
- Select AI-powered detectors that suit your analysis needs.
✏️ Mark Detection Areas:
- Open an image, mark relevant areas, and prepare for analysis.
📈 Run the Analysis:
- Use Detect or Detect on Entire Project to initiate processing.
📊 Review Results:
- Explore data and visuals in the Results section.

3.6 Index Calculator

The Index Calculator feature in AeroMegh Intelligence enables you to assess crop health using vegetation indices derived from aerial imagery. This functionality is available in the Image View Workspace and helps identify areas of stress, vigour, or variation using colour-coded analysis and geospatial statistics.

What is the Index Calculator?

The Index Calculator provides three types of analytical tools:

Reflectance Map – Displays raw band wavelengths
Index Map – Calculates vegetation indices (e.g., NDVI, VARI)
Colour Map & Prescription – Visualises health zones using colours and area stats

These tools assist agronomists, analysts, and field operators in making data-driven decisions about crop performance and vegetation health.

⚠️ Note: For accurate results across all indices—whether for crops or soil analysis—multispectral orthomosaic images are recommended. These provide better spectral sensitivity than standard RGB imagery, especially in the red-edge and near-infrared bands.

Example Notice: All values shown in this section are for illustration purposes only. Actual outputs may vary based on the image content, selected algorithm, and spectral characteristics.

How to Access Index Calculator Tools

Open a Project and navigate to the Images Section.
Click an image name to open it in the Image View Workspace.
At the bottom of the viewer, locate these three buttons:
– Ortho View (Default – shows original ortho image)
– Index Calculator.
– DSM/DTM View (Enabled only if elevation models are uploaded)
Click Index Calculator to open the analysis panel.

Index Calculator Tabs

The Index Calculator panel includes the following tabs:

1. Reflectance Map

Displays the wavelength range for each spectral band captured in the image.

Band	Wavelength Range (nm)
Red	640–670 nm (example)
Green	520–550 nm (example)
Blue	450–480 nm (example)
Alpha	N/A (if available)

💡 Tip: These bands are the basis for all vegetation indices. Understanding reflectance helps in selecting the right algorithm for analysis.

2. Index Map

Calculate statistical summaries (Min, Avg, Max) using vegetation indices.

Steps to Generate an Index Map:

Select an algorithm from the dropdown list:
- vNDVI, VARI, EXG, TGI, GLI, MCARI, TCARI
Click Generate.
The result table will appear as follows:

Band	Min	Avg	Max
Red	0.3128	0.5671	1.0415 (example values)

💡 Tip: Use vNDVI or VARI for general crop health; use TGI or MCARI for chlorophyll-sensitive analysis.

3. Colour Map & Prescription

This tab converts the index results into a visual map showing health zones in different colours.

Usage Instructions:

Important: You must first generate an Index Map before using this tab.

If not done, you’ll see a message:

“To generate a color map, please first create an index map by selecting an algorithm from the ‘Index Map’ tab above.”

Once available, the tab shows:

Range (Index Value)	Area (%)
0.3128 – 0.4949	93.54% (example)
0.4949 – 0.6771	5.70% (example)
0.6771 – 0.8593	0.60% (example)
0.8593 – 1.0415	0.15% (example)

Choose a Colour Strip:

Select a colour strip (e.g., Terrain, Green Scale). The selected scheme is applied instantly to the image.

Other Applications

Although primarily designed for crop analysis, the Index Calculator can also be applied to support basic soil condition mapping under appropriate imaging conditions.

Use Case	Applicable Indices	Purpose
Soil Assessment	GLI, TGI, VARI, vNDVI	• Differentiate exposed soil from vegetated areas. • Detect soil disturbance, erosion zones, or bare ground.

Note: For best results when analysing soil surfaces, use multispectral orthomosaic images. These typically provide improved spectral sensitivity compared to standard RGB imagery, especially in the red-edge and near-infrared bands.

The steps to access and use the tool remain the same:

Open Index Calculator from the image view
Choose a relevant index
Generate results
Use Colour Map & Prescription to visualise soil surface variations

This functionality enables basic environmental observation and supports broader use cases beyond agricultural crop monitoring.

Additional Notes

Ortho View returns to the original image without analysis.
DSM/DTM View is available only when elevation data (DSM or DTM) is uploaded.
Index generation may take several seconds depending on image size.

Summary Table

Feature	Description
Reflectance Map	Shows wavelength range per band
Index Map	Computes Min/Avg/Max based on selected index
Colour Map	Visualises index zones and their area percentage
Colour Strip	Lets you apply a colour theme to enhance analysis
Supported Indices	vNDVI, VARI, EXG, TGI, GLI, MCARI, TCARI

Best Practices

Ensure images are sharp and cloud-free for accurate results.
Choose indices relevant to crop type and season.
Always generate an Index Map before opening Colour Map & Prescription.
Use multi spectral orthomosiac images.

4. Edit project

To update the name of a project, follow these steps:

Access the Options Menu:
- On the Project Screen, locate the project you wish to edit.
- Click on the three dots in the last column of the project details table.

2. Open the Edit Project Dialog:

- From the dropdown menu, select Edit.
- This will open the Edit Project dialog box.

3. Update the Project Name:
– Enter the updated project name in the provided field.

4. Save the Changes:
– Click on the Update button to save the changes.

💡 The project name will be updated successfully upon clicking Update.

5. Delete Project

To delete a project, follow these steps:

1. Access the Options Menu:

- On the Project Screen, locate the project you wish to delete.
- Click on the three dots in the last column of the project details table.

2. Open the Delete Project Confirmation Dialog:

- From the dropdown menu, select Delete.
- This will open a confirmation dialog with the following message:
  Warning: Are you sure you want to delete the selected project(s)?

3. Confirm or Cancel the Deletion:

- Click Yes to delete the project permanently.
- Click No to cancel the action.

💡 Once confirmed, the selected project(s) will be deleted permanently and cannot be recovered.

Conclusion

Whether you’re new or experienced, the tools provided in the project workspace simplify management and analysis. Follow this guide to unlock actionable insights and enhance your decision-making process. Start today by creating or opening a project and uploading your first image!

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