Pool Extraction - Florida

AI-Powered Swimming Pool Detection Demo

How Pool Detection Works

Select City

Choose from Florida's high pool-density cities

Draw Area

Select residential area for analysis

AI Analysis

Computer vision detects pool features

Results

Color-coded homes by pool presence

Leads

Export addresses for pool sales

Loading Map...

Step 1: Select a Florida city - real building footprints load automatically

Step 2: Draw analysis area on real buildings (max 0.5 mi²)

Step 3: AI analyzes actual building footprints for pool presence

Step 4: Click real buildings for details and pool status

🏊 Florida Pool Market Facts

35%

of Florida homes have pools

(Highest in US)

$50K

Average pool installation cost

(High ROI market)

300+

Sunny days per year

(Perfect pool climate)

Technical Implementation

• Computer Vision: Pool shape detection
• Color Analysis: Water feature identification
• Satellite Imagery: High-resolution analysis
• Property Matching: Address-level precision
• Accuracy: 90-95% detection confidence

Pool Industry Applications

• Pool Contractors: Identify installation leads
• Pool Service: Find maintenance customers
• Real Estate: Property amenity tracking
• Insurance: Risk assessment for coverage
• Market Research: Pool adoption analysis

🌴 Top Florida Pool Cities (Pre-loaded)

Miami

40% pool density

Naples

45% pool density

Boca Raton

42% pool density

Fort Lauderdale

38% pool density

Sarasota

35% pool density

Pool density percentages based on residential property analysis and market research

Technologies We Work With

Leveraging cutting-edge technologies and industry-leading tools to deliver exceptional geospatial solutions and data analytics services.

QGIS

GIS Software

ESRI ArcGIS

GIS Platform

PostgreSQL

Database

PostGIS

Spatial Database

AWS

Cloud Platform

Google Cloud

Cloud Platform

DuckDB

Analytics Database

OpenAI

AI Platform

Claude AI

AI Assistant

CVAT

Annotation Tool

Python

Programming

React

Frontend

Node.js

Backend

Docker

Containerization

Kubernetes

Orchestration

Azure

Cloud Platform

TensorFlow

Machine Learning

Pandas

Data Analysis

NumPy

Scientific Computing

Jupyter

Data Science

Git

Version Control

Linux

Operating System

Ubuntu

Operating System

Mapbox

Mapping Platform

Leaflet

Web Mapping

Fastapi

API Framework

GeoPandas

Geospatial Analysis

GDAL

Geospatial Library