Tire Analysis

Integrating computer vision with AI for tire diagnostics.

A worn-out tire is partially submerged in murky water, surrounded by some aquatic plants. The surface of the tire appears rough and weathered, with visible marks and patches.
A worn-out tire is partially submerged in murky water, surrounded by some aquatic plants. The surface of the tire appears rough and weathered, with visible marks and patches.
Image Collection

Capturing standardized tire images for comprehensive dataset.

The black and white image features a close-up of a Goodyear tire. The tire appears to be on a display stand, with a reflective surface creating a somewhat abstract and moody ambiance. The tire's intricate tread pattern and the brand name are prominently visible.
The black and white image features a close-up of a Goodyear tire. The tire appears to be on a display stand, with a reflective surface creating a somewhat abstract and moody ambiance. The tire's intricate tread pattern and the brand name are prominently visible.
Feature Extraction

Extracting quantitative wear measurements from tire images.

A large, rugged tire with a metal rod and some wiring partially covered by a bunch of frayed brown fibers. The background is slightly blurred, featuring elements in various shades, with a glimpse of red equipment.
A large, rugged tire with a metal rod and some wiring partially covered by a bunch of frayed brown fibers. The background is slightly blurred, featuring elements in various shades, with a glimpse of red equipment.
A close-up of a rugged, worn tire with visible treads and bolts on a metallic hub. The surface has signs of rust and wear, indicating age and use. The tire rests on a rough, textured road, adorned with scattered small leaves, both green and yellow, that add a slight contrast to the earthy tones.
A close-up of a rugged, worn tire with visible treads and bolts on a metallic hub. The surface has signs of rust and wear, indicating age and use. The tire rests on a rough, textured road, adorned with scattered small leaves, both green and yellow, that add a slight contrast to the earthy tones.
AI Framework

Creating a novel diagnostic system using GPT-4 analysis.

Data Integration

Combining vehicle data with maintenance records for analysis.

Innovative Tire Analysis Methodology

Our methodology combines computer vision and AI to analyze tire conditions, ensuring safety and performance through advanced image collection and diagnostic frameworks tailored for diverse vehicles and driving environments.

A worn and damaged tire lies on a dry, rocky landscape surrounded by sparse desert vegetation. The tire appears to be shredded and discarded amidst the arid terrain with a clear blue sky visible in the background.
A worn and damaged tire lies on a dry, rocky landscape surrounded by sparse desert vegetation. The tire appears to be shredded and discarded amidst the arid terrain with a clear blue sky visible in the background.
Our Unique Approach
Data-Driven Insights

We utilize multi-source image collection, visual feature extraction, and GPT-4 analysis to create a comprehensive diagnostic system for tire wear and maintenance, enhancing vehicle safety and efficiency.

Tire Analysis

Integrating computer vision and AI for tire diagnostics and insights.

A close-up view of a motorcycle rear tire showing significant wear and rubber debris build-up from usage. The tire features a tread pattern designed for road use and is accompanied by a visible disc brake system.
A close-up view of a motorcycle rear tire showing significant wear and rubber debris build-up from usage. The tire features a tread pattern designed for road use and is accompanied by a visible disc brake system.
A motorcycle tire rests on a rough terrain composed of a mixture of sand and a wooden log. The tire is covered with dirt and the scene is illuminated with warm lighting, highlighting the texture of the sand and the ruggedness of the tire tread.
A motorcycle tire rests on a rough terrain composed of a mixture of sand and a wooden log. The tire is covered with dirt and the scene is illuminated with warm lighting, highlighting the texture of the sand and the ruggedness of the tire tread.
A close-up view of a vehicle tire with the brand name Cooper and model Discoverer AT3 XLT. The tire's treads and grooves are clearly visible, with a shiny metallic hubcap at the center. The background appears to be blurred, featuring a larger vehicle possibly parked or in motion.
A close-up view of a vehicle tire with the brand name Cooper and model Discoverer AT3 XLT. The tire's treads and grooves are clearly visible, with a shiny metallic hubcap at the center. The background appears to be blurred, featuring a larger vehicle possibly parked or in motion.
Close-up of a car tire on a textured asphalt surface with a prominent white line running through the center. The view is from ground level, and there are autumn leaves near the tire. In the background, there are blurred images of other parked cars, trees, and a large yellow object.
Close-up of a car tire on a textured asphalt surface with a prominent white line running through the center. The view is from ground level, and there are autumn leaves near the tire. In the background, there are blurred images of other parked cars, trees, and a large yellow object.
A close-up view of a car tire resting on a gravel-covered ground. The tire has a clean, well-defined tread pattern.
A close-up view of a car tire resting on a gravel-covered ground. The tire has a clean, well-defined tread pattern.
A mechanical component is attached to a tire, featuring a ribbed metallic wheel and a white plastic cover with a brand logo and a warning sticker. The ground is paved with asphalt.
A mechanical component is attached to a tire, featuring a ribbed metallic wheel and a white plastic cover with a brand logo and a warning sticker. The ground is paved with asphalt.
Analysis

Innovative tire diagnostics using AI and computer vision.

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