You will get roads and infrastructure detection from satellite images using AI
Top Rated
Project details
I deliver more than just road detection models, I build complete systems that turn satellite imagery into structured infrastructure data.
This project focuses on accurately detecting roads and related infrastructure at scale and converting raw imagery into outputs that are ready for analysis, mapping, or integration into your product. Instead of manual mapping or fragmented tools, you get a streamlined pipeline that handles detection, processing, and structured data generation.
What sets this apart is the combination of computer vision and geospatial processing to create reliable, scalable results that can grow with your dataset and be reused across regions.
This project focuses on accurately detecting roads and related infrastructure at scale and converting raw imagery into outputs that are ready for analysis, mapping, or integration into your product. Instead of manual mapping or fragmented tools, you get a streamlined pipeline that handles detection, processing, and structured data generation.
What sets this apart is the combination of computer vision and geospatial processing to create reliable, scalable results that can grow with your dataset and be reused across regions.
Machine Learning Tools
ChatGPT, Databricks MLflow, Google Sheets, GPT-3, MATLAB, NumPy, OpenCV, pandas, PyTorch, scikit-learn, SciPy, Sonnet, SQL, Tableau, TensorFlow, Vertex AI, XGBoostWhat's included
| Service Tiers |
Starter
$800
|
Standard
$2,500
|
Advanced
$7,000
|
|---|---|---|---|
| Delivery Time | 15 days | 30 days | 60 days |
Number of Revisions | Unlimited | Unlimited | Unlimited |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 5 | 5 | 5 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$400 - $3,500Frequently asked questions
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Slahuddin was a great asset to our project. His expertise in converting models from ONNX to TFLite was impressive, and he delivered high-quality work consistently.
About SLAH
AI Engineer for Visual & Geospatial Intelligence | CV, LLMs, Edge AI
100%
Job Success
Lahore, Pakistan - 8:55 pm local time
💵 $40-60/hr
🚀 I build AI systems that turn visual & complex data into real intelligence, not demos.
If you have satellite imagery, video, sensor data, or large datasets but struggle to extract insights, automate workflows, or build production-ready AI…
👉 I help you turn that into a scalable, usable system.
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🎯 What I do
I help companies transform raw data into:
✔ Detectable objects (assets, infrastructure, events)
✔ Structured, usable datasets
✔ Queryable intelligence (APIs, dashboards, AI agents)
Most of my work sits at the intersection of:
🛰️ Satellite & geospatial data
📹 Video / camera / drone imagery
🤖 AI agents & intelligent query systems
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💡 Common problems I solve
✔ “We have image/satellite data but no usable insights”
✔ “We need to detect and track objects at scale”
✔ “Our analysts are doing manual work that should be automated”
✔ “We want to query our data using AI”
✔ “We need real-time or edge AI (cameras, drones, devices)”
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🧱 What I build (systems, not scripts)
★ Object detection pipelines (satellite, CCTV, drone)
★ Change detection & monitoring systems
★ Data pipelines (ingestion → processing → structured output)
★ AI query layers (chatbots, APIs, agent workflows)
★ Edge + cloud deployments
👉 Same core system, adapted to your use case
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🛰️ Experience
Geospatial & infrastructure intelligence
✔ Roads, pipelines, power plants, industrial assets
✔ Satellite imagery (Sentinel, Landsat, Planet, Maxar)
✔ Large-scale mapping & change detection
Visual intelligence (camera / drone / CCTV)
✔ Object detection, tracking, segmentation
✔ Real-time monitoring systems
✔ Industrial, security & operational use cases
AI agents & data interaction
✔ Natural language interfaces over complex datasets
✔ RAG systems + tool-using agents
✔ Workflow automation (filtering, querying, analysis)
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📈 Results I’ve delivered
⚡ Reduced manual analysis by 80–90%
🛰️ Built satellite detection systems used in commercial products
🛩️ Real-time vision systems under 100ms latency
🤖 AI agents replacing analyst workflows
💸 Reduced AI compute costs by 50%+
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🔧 How I work
✔ Define success metrics (latency, accuracy, cost)
✔ Design clear system architecture
✔ Build fast, iterate early — no black boxes
✔ Deliver production-ready systems with monitoring
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🎯 Best fit clients
✔ Companies with large datasets (images, satellite, video, sensor, text)
✔ Teams building data or analytics products
✔ Startups turning data into a commercial offering
✔ Businesses that need production-ready AI
❌ Not a fit for small scripts or generic chatbot work
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📩 Ready to start?
Send me:
✔ What data you have
✔ What you want to detect / analyze
✔ Where this system will run (cloud / edge / etc.)
I’ll respond with a clear plan and next steps.
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🔎 Core tech
Computer Vision • Satellite AI • Geospatial ML • YOLO • SAM • PyTorch
RAG • LangGraph • AI Agents • vLLM
Edge AI • TensorRT
AWS • GCP • Docker • Ray • MLflow
Steps for completing your project
After purchasing the project, send requirements so SLAH can start the project.
Delivery time starts when SLAH receives requirements from you.
SLAH works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Review & Data Assessment
Review your dataset, use case, and detection requirements. Confirm feasibility, scope, and expected outputs.
Solution Design & Setup
Design the detection approach, select models, and set up the data processing pipeline.