We are very proud to announce that Associative, a premier full-service software development firm based in Pune, has successfully completed and delivered the project for “carla simulator development”.

Built on our core principles of absolute engineering excellence and unyielding transparency, this project was designed to help our client test their autonomous vehicles (AV) in a highly realistic, secure, and risk-free digital environment.

Here is a detailed look at how our dedicated team of digital innovators transformed this visionary idea into a scalable and future-proof digital reality.

Project Overview

The main goal of this project was to build a professional-grade physical simulation design using the CARLA Simulator. This setup allows for rigorous testing of Autonomous Vehicles (AV) and automated driving models before they are put on real roads. By using advanced Lidar engineering and spatial computing, we created a highly interactive enterprise visual simulation that perfectly mirrors real-world driving conditions.

Project Highlights

• Total Time for Development and Testing: 8 Months

• Dedicated Team Size: 7 Highly Skilled IT Professionals (including Simulation Engineers, 3D Artists, AI/ML Experts, and QA Testers)

• Project Status: Successfully Completed and Delivered

Detailed Project Tasks and Phases

To ensure smooth delivery and bug-free deployment, our team followed a strict, step-by-step approach:

1. Requirement Analysis and Project Planning

• Conducted deep discussions with the client to understand their specific needs for autonomous vehicle testing.

• Finalized the map layouts, traffic rules, and weather conditions required for the simulation.

• Set up a transparent timeline and communication plan.

2. 3D Environment and Map Creation

• Designed highly immersive worlds and road networks using advanced game engines.

• Added realistic physical elements like buildings, pedestrians, traffic lights, and road signs to match city driving conditions.

3. Sensor Setup and Lidar Engineering

• Integrated virtual sensors into the CARLA vehicles, including high-resolution cameras, Lidar, and Radar.

• Configured custom 3D point-cloud data processing to ensure the sensors capture accurate physical measurements of the virtual environment.

4. Automated Driving Models and AI Integration

• Developed backend logic to control traffic behavior and pedestrian movements using Python and Core AI/ML models.

• Integrated computer vision pipelines (using OpenCV and Open3D) so the client’s autonomous algorithms could accurately read the simulated sensor data.

5. Rigorous Quality Assurance (QA) and Testing

• Our rigorous QA department ran thousands of automated test scenarios (like sudden braking, heavy rain, and night driving).

• Monitored the system for performance, ensuring high frame rates and zero latency during heavy simulation loads.

6. Cloud Deployment and Handover

• Packaged the entire simulator using Docker containers for easy deployment.

• Successfully migrated and hosted the heavy computing setup on cloud infrastructure for remote access.

• Provided complete documentation and a smooth handover to the client.

Technologies Used for Development

Our engineering teams use a massive, modern tech stack matrix. For this specific carla simulator development project, we used the most secure, stable, and performant tools:

• Simulation Engine: CARLA Simulator (Open-source simulator for autonomous driving research)

• Advanced Game Engine: Unreal Engine 5 (for high-end 3D rendering and physical simulation)

• Programming Languages: Python, C++

• Computer Vision & Spatial Processing: OpenCV, Open3D

• Cloud & DevOps (Infrastructure): Docker, Kubernetes, Amazon Web Services (AWS)

• Data Layer: PostgreSQL (for storing test results and simulation logs)

About Associative

Established on February 1, 2021, and formally registered with the Registrar of Firms (ROF), Pune, Associative provides an end-to-end, one-stop shop for businesses looking to build, scale, and optimize their technology software. We operate with strict honesty, regulatory compliance, and a deeply client-centric approach.

Whether you need complex AI integrations, Web3 development, or custom automation tools, we don’t just write code; we engineer market leadership.

Contact Information

We look forward to bringing your vision to life.

• Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047

• Office Hours: 10:00 AM IST to 8:00 PM IST

• WhatsApp: +91 9028850524

• Email: info@associative.in

• Find us on Google: Search “Associative Pune”