AI-Generated Infrared Images for Military Targets: Synthetic Data for the Defense Industry

GenGen AI, an emerging AI startup, revealed its synthetic data generation technology at the CES 2025 Global Media Meetup on December 13 in Seoul. The innovation is expected to revolutionize the defense and mobility sectors, where data security and precision are paramount.

Key Highlights

• Synthetic Data Applications: Synthetic data mimics real-world scenarios, aiding AI training in areas like autonomous driving and defense.
• Autonomous Driving Insights: While autonomous driving uses real-world data, challenges like regulatory differences and unpredictable scenarios complicate the process. GenGen AI’s technology creates precise synthetic imagery tailored to specific conditions, such as weather and road types, enhancing training efficiency.
• Core Technologies:
  1. Image Generation: Uses text prompts to create synthetic visuals.
  2. Data Transformation: Modifies variables like camera type or weather in real-world data.
  3. Object Synthesis: Produces data for hard-to-capture objects or scenarios.

Defense Applications

• GenGen AI develops infrared images for military targets, including anti-aircraft systems, anti-ship scenarios, and wartime visuals like explosions, smoke, and camouflage.
• These capabilities enable realistic training simulations and rapid data generation, significantly cutting production time from months to weeks.

Potential Use Cases in Defense

• Simulation Training: Synthetic data can create detailed, realistic battle scenarios for personnel training without relying on real-world setups.
• Autonomous Defense Systems: Synthetic imagery supports the training of AI in autonomous drones, surveillance systems, and unmanned vehicles, enhancing decision-making accuracy.
• Wartime Logistics: Data can simulate complex battlefield conditions, including terrain analysis, troop movement, and weather variations, to assist in strategy development.
• Cybersecurity Testing: Synthetic scenarios enable the safe testing of AI systems against potential digital threats in controlled environments.

Looking Ahead

GenGen AI will showcase its innovations at CES 2025 in Las Vegas. With its advanced synthetic data solutions, the company is poised to transform AI deployment in both the defense and mobility industries.