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Datasets/DAVIS 2016

DAVIS 2016

ImagesVideosAnnotations under CC BY-SA 4.0Introduced 2016-01-01

DAVIS16 is a dataset for video object segmentation which consists of 50 videos in total (30 videos for training and 20 for testing). Per-frame pixel-wise annotations are offered.

Source: Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Image Source: https://davischallenge.org/

Benchmarks

Instance Segmentation/J scoreSemi-Supervised Video Object Segmentation/J&FSemi-Supervised Video Object Segmentation/Jaccard (Mean)Semi-Supervised Video Object Segmentation/Jaccard (Recall)Semi-Supervised Video Object Segmentation/Jaccard (Decay)Semi-Supervised Video Object Segmentation/F-measure (Mean)Semi-Supervised Video Object Segmentation/F-measure (Recall)Semi-Supervised Video Object Segmentation/F-measure (Decay)Semi-Supervised Video Object Segmentation/Speed (FPS)Unsupervised Object Segmentation/J scoreVideo/J&FVideo/F-ScoreVideo/Jaccard (Mean)Video/mIoUVideo/Contour AccuracyVideo/Jaccard (Recall)Video/Jaccard (Decay)Video/F-measure (Mean)Video/F-measure (Recall)Video/F-measure (Decay)Video/Speed (FPS)Video Object Segmentation/J&FVideo Object Segmentation/F-ScoreVideo Object Segmentation/Jaccard (Mean)Video Object Segmentation/mIoUVideo Object Segmentation/Contour AccuracyVideo Object Segmentation/Jaccard (Recall)Video Object Segmentation/Jaccard (Decay)Video Object Segmentation/F-measure (Mean)Video Object Segmentation/F-measure (Recall)Video Object Segmentation/F-measure (Decay)Video Object Segmentation/Speed (FPS)

Related Benchmarks

DAVIS 2016 val/Video/FDAVIS 2016 val/Video/GDAVIS 2016 val/Video/JDAVIS 2016 val/Video Object Segmentation/FDAVIS 2016 val/Video Object Segmentation/GDAVIS 2016 val/Video Object Segmentation/J

Statistics

Papers
231
Benchmarks
32

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Tasks

Instance SegmentationSemi-Supervised Video Object SegmentationUnsupervised Object SegmentationUnsupervised Video Object SegmentationVideoVideo Object Segmentation