Jun 11, 2020 · Object detection has been determined the numerous applications in computer vision such as object tracking, retrieval, video surveillance, image captioning, Image segmentation, Medical Imagine...

Apr 14, 2025 · From basic object detection and face recognition to image captioning, VQA, and anomaly detection, these ten projects span a wide range of computer vision challenges. Each highlights a different facet of the field—be it interpreting visual data at the pixel level, extracting meaningful text, or pairing visuals with natural language understanding.

Mar 26, 2025 · Object detection is similar to tagging, but the API returns the bounding box coordinates (in pixels) for each object found in the image. For example, if an image contains a dog, cat, and person, the object detection operation …

Nov 18, 2011 · • Objects are detected as consistent configurations of the observed parts (visual words). Segmentation, International Journal of Computer Vision, Vol. 77(1-3), 2008. ... ... ... ...

Jun 12, 2024 · Object tracking in computer vision involves identifying and following an object or multiple objects across a series of frames in a video sequence. This technology is fundamental in various applications, including surveillance, autonomous driving, human-computer interaction, and sports analytics.

Feb 18, 2025 · Object detection is a crucial computer vision task with applications ranging from security surveillance to autonomous driving. Techniques like YOLO, SSD, and Faster R-CNN enable efficient and accurate detection of objects in images and videos.

In this comprehensive course, you'll dive into the world of real-time object detection with YOLO, one of the most powerful algorithms for detecting objects in images and videos.

IRIS computer vision lab is a unit of USC’s School of Engineering. It was founded in 1986 and has been a major center of government- and industry-sponsored research in computer vision and machine learning.

In computer vision, we aspire to develop intelligent algorithms that perform important visual perception tasks such as object recognition, scene categorization, integrative scene understanding, human motion recognition, material recognition, etc.

Jan 27, 2024 · Using object detection, a fundamental computer vision task, has revolutionized how machines interpret the visual world. Unlike image classification, where the objective is to classify an entire image, object detection can be used to identify and locate objects within an image or video frame (which is the same as a image / picture).