Checking database connection...
Advanced AI-Powered Flood Segmentation with Grad-CAM Explainability

Backbone: Xception | Training: 100 Epochs | DeepLabV3+

📤

Upload Aerial Image or Use Camera

No file selected

📋 Optional Analysis Features

Image Preview
Processing...
0%
Initializing...

Flood Segmentation Results

Original Image

Original

Segmentation Mask

Prediction

White = Flood | Black = No Flood

Grad-CAM Heatmap

Grad-CAM

Shows where model focused attention

Flood Overlay

Overlay

Red = Segmented Flood Areas

🤖 AI-Generated Analysis Report

Powered by Google Gemini 2.0 Flash • DeepLabV3+ Segmentation Model

This Image's Analysis DYNAMIC - Changes Per Image

Model Performance (Training) STATIC - From Validation Set

×
Enlarged view