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Feature Description
Stitch two or more images with overlapping regions into a single panorama by identifying and matching common feature points. Load the images and identify key points in each. Match these features across the images, align them, and blend them together. Finally, crop out any unwanted black regions to obtain a clean, stitched image.
Use Case
ADAS (Advanced Driver Assistance System) aids the driver with a 360-degree real-time video of the vehicle's surroundings, captured by cameras installed on the car. In this system, frames from the video feed are extracted, processed, and stitched together to create a single, seamless 360-degree view. This application of image stitching is common in the automobile industry.
Benefits
This feature is part of the broader field of computer vision, which leverages machine learning to process and enhance images. Including this feature in the project would be valuable as it educates the community about the image stitching process, a technique widely used in the industry today.
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Priority
High
Record