Gallery

Explore multimodal scenarios showcasing target conflict insights and resolutions.

A small, futuristic-looking autonomous vehicle is traveling on a paved path through a lush park. The vehicle has a sleek gray exterior with red vertical lights on the rear. Tall trees with green foliage surround the path, and the ground is covered with grass and sparse vegetation.
A small, futuristic-looking autonomous vehicle is traveling on a paved path through a lush park. The vehicle has a sleek gray exterior with red vertical lights on the rear. Tall trees with green foliage surround the path, and the ground is covered with grass and sparse vegetation.
An urban intersection with multiple vehicles including cars, a yellow van, and a green bus. Pedestrians are visible walking near the intersection. The area is surrounded by buildings, including a brick commercial building. Some signs and banners are present near the road. Green trees and grass are seen in certain areas.
An urban intersection with multiple vehicles including cars, a yellow van, and a green bus. Pedestrians are visible walking near the intersection. The area is surrounded by buildings, including a brick commercial building. Some signs and banners are present near the road. Green trees and grass are seen in certain areas.
A car equipped with sensors is parked on an urban street corner. The vehicle has the label 'Zoox' on it, indicating it is likely an autonomous vehicle. The car features a futuristic design with various mounted sensors on the roof and sides. The street is lined with modern buildings and there is sparse traffic visible in the background.
A car equipped with sensors is parked on an urban street corner. The vehicle has the label 'Zoox' on it, indicating it is likely an autonomous vehicle. The car features a futuristic design with various mounted sensors on the roof and sides. The street is lined with modern buildings and there is sparse traffic visible in the background.
A military vehicle equipped with advanced communication or radar equipment is parked on a grassy area. The vehicle has a camouflage pattern and several antennas, including a large satellite dish mounted on a trailer. A camouflaged net is visible in the foreground, and another military vehicle is partially visible in the background.
A military vehicle equipped with advanced communication or radar equipment is parked on a grassy area. The vehicle has a camouflage pattern and several antennas, including a large satellite dish mounted on a trailer. A camouflaged net is visible in the foreground, and another military vehicle is partially visible in the background.
Multiple car interiors are visible, each showing different people engaged in various activities, including driving and handling objects. The scene appears dynamic and action-oriented.
Multiple car interiors are visible, each showing different people engaged in various activities, including driving and handling objects. The scene appears dynamic and action-oriented.

Data Collection

Gathering datasets for multimodal target conflict scenarios.

Aerial view of an urban road intersection featuring a large white and green bus, a line of three cars including a white sedan, white compact car, and a red SUV. The scene includes painted road markings and a nearby red bus stop.
Aerial view of an urban road intersection featuring a large white and green bus, a line of three cars including a white sedan, white compact car, and a red SUV. The scene includes painted road markings and a nearby red bus stop.
Model Fine-tuning

Optimizing GPT-4 for conflict analysis and identification.

A modern architectural street scene featuring a futuristic driverless vehicle. The buildings have an innovative design with intricate patterns and rounded shapes, reflecting Middle Eastern architecture. The scene is well-lit with clear blue skies above.
A modern architectural street scene featuring a futuristic driverless vehicle. The buildings have an innovative design with intricate patterns and rounded shapes, reflecting Middle Eastern architecture. The scene is well-lit with clear blue skies above.
Fine-tune
An aerial view of a large, complex road intersection featuring multiple lanes, a roundabout, and adjacent parking lot. Surrounding the roads are dense green areas with trees and grass, as well as open space with sparse vegetation. Vehicles are visible on the roads and parked in the lot.
An aerial view of a large, complex road intersection featuring multiple lanes, a roundabout, and adjacent parking lot. Surrounding the roads are dense green areas with trees and grass, as well as open space with sparse vegetation. Vehicles are visible on the roads and parked in the lot.
A close-up view of advanced, military-style equipment that appears to be a surveillance or targeting system. The setup includes multiple cylindrical components suggesting a multi-barrel design and an adjacent black device resembling a camera or sensor with a lens. The background features red, vertical columns with orange tops, indicating an architectural setting.
A close-up view of advanced, military-style equipment that appears to be a surveillance or targeting system. The setup includes multiple cylindrical components suggesting a multi-barrel design and an adjacent black device resembling a camera or sensor with a lens. The background features red, vertical columns with orange tops, indicating an architectural setting.
Framework Development

Creating a quantitative assessment framework for real-time evaluation.

Develop

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Military personnel and civilians are present at an intersection blocked by a military truck. The setting is urban, featuring historic architecture in the background. People are wearing masks and observing the scene. The surrounding area is populated with trees and street signs, suggesting a city environment.
Military personnel and civilians are present at an intersection blocked by a military truck. The setting is urban, featuring historic architecture in the background. People are wearing masks and observing the scene. The surrounding area is populated with trees and street signs, suggesting a city environment.

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Insights

Optimizing conflict resolution through multimodal data analysis.

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