Update README.md

README.md

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 # CivMapper: Automated Terrain Analysis and Infrastructure Planning
-> Cartography System
 
 This project provides a framework for analyzing terrain images and generating actionable masks for vegetation, water, and free areas. These masks are then used to place infrastructure elements such as buildings and paths. It incorporates advanced segmentation methods, including color-based masking, Gabor filters, and custom expansion techniques, to ensure accurate environmental detection.
 
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-## Related Content:
-1. Tree Detection Library: https://github.com/ortanaV2/detectree?tab=readme-ov-file
-4. Progress Updates (Discussion): https://github.com/orgs/Can-Satellite-Development/discussions/9
+![image](https://github.com/user-attachments/assets/975411f0-47fc-49f1-9997-06b53ff53df1)
+
 
 ## Features
 
-### 🌳 Tree Mask Detection
+### Tree Mask Detection
 The **tree mask** identifies vegetation areas in an input image:
 - Uses a tree classification model to predict vegetation regions.
 - Expands the detected regions using contours and customizable thickness.
 - Removes small artifacts based on a minimum area threshold.
 
-### 🌊 Water Mask Detection
+### Water Mask Detection
 The **water mask** captures water bodies using:
 - HSV color-based segmentation.
 - Gabor filter integration to refine water detection based on texture.
 - Iterative expansion of water regions while avoiding land boundaries.
 - Small artifacts are filtered based on area thresholds.
 
-### 🏞 Zero Mask (Free Area Detection)
+### Zero Mask (Free Area Detection)
 The **zero mask** identifies areas free from vegetation and water:
 - Combines tree and water masks.
 - Generates an inverse mask to locate usable, open areas.
 
-### 🌐 Coastal Mask and Inland Mask
+### Coastal Mask and Inland Mask
 - **Coastal Mask**: Detects areas near water bodies within a specific range.
 - **Inland Mask**: Identifies areas away from water and coasts for interior infrastructure placement.
 
-### 🌲 Forest Edge Mask
+### Forest Edge Mask
 The **forest edge mask** captures areas near vegetation:
 - Expands tree regions to identify areas suitable for edge-specific infrastructure.
 
-### 🏗 Infrastructure Placement
+### Infrastructure Placement
 The framework supports:
 - Strategic placement of buildings based on terrain analysis.
 - Generation of paths and bridges that navigate terrain obstacles.
@@ -59,15 +57,3 @@ Masks are logically combined to define areas suitable for different types of inf
 - Buildings are placed in inland or forest-edge areas.
 - Roads avoid water and trees but connect key structures.
 - Bridges span water bodies based on detected paths.
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-
-## Output Examples (Development Process)
-![image](https://github.com/user-attachments/assets/fc2deaea-d6f2-4d62-8eb9-e939232a5348)
-![image](https://github.com/user-attachments/assets/612fc5cb-6aef-4252-951a-60755f6ee357)
-![image](https://github.com/user-attachments/assets/60609d98-5a04-4cb7-a7a4-b45d1609edb4)
-![image](https://github.com/user-attachments/assets/ab2d3729-2893-48d0-96be-c83d74057697)
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