YoVDO

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

Offered By: University of Central Florida via YouTube

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Computer Vision Courses Computer Science Courses Machine Learning Courses Sequence to Sequence Models Courses

Course Description

Overview

Explore sequence-to-sequence video object segmentation through the YouTube-VOS dataset in this informative 24-minute lecture from the University of Central Florida. Delve into the intricacies of video object segmentation, examining various datasets with a focus on YouTube-VOS. Learn about the algorithm and implementation details, segmentation metrics, and experiments conducted on both YouTube-VOS and DAVIS datasets. Gain insights from an in-depth ablation study, enhancing your understanding of this cutting-edge computer vision technique.

Syllabus

Intro
Video Object Segmentation
Datasets
YouTube-VOS Dataset
Algorithm
Implementation Details
Segmentation Metrics
Experiments - YouTube VOS
Experiments - DAVIS
Ablation Study


Taught by

UCF CRCV

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