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Datasets/SYNTHIA

SYNTHIA

SYNTHetic Collection of Imagery and Annotations

ImagesCC BY-NC-SA 3.0Introduced 2016-01-01

The SYNTHIA dataset is a synthetic dataset that consists of 9400 multi-viewpoint photo-realistic frames rendered from a virtual city and comes with pixel-level semantic annotations for 13 classes. Each frame has resolution of 1280 × 960.

Source: Orientation-aware Semantic Segmentation on Icosahedron Spheres Image Source: https://synthia-dataset.net/

Benchmarks

10-shot image generation/mIoU Semantic Segmentation/mIoU

Related Benchmarks

SYNTHIA Fall-to-Winter/1 Image, 2*2 Stitching/Per-pixel Accuracy SYNTHIA Fall-to-Winter/1 Image, 2*2 Stitching/fwIOU SYNTHIA Fall-to-Winter/1 Image, 2*2 Stitching/mIoU SYNTHIA Fall-to-Winter/Image Generation/Per-pixel Accuracy SYNTHIA Fall-to-Winter/Image Generation/fwIOU SYNTHIA Fall-to-Winter/Image Generation/mIoU SYNTHIA Fall-to-Winter/Image-to-Image Translation/Per-pixel Accuracy SYNTHIA Fall-to-Winter/Image-to-Image Translation/fwIOU SYNTHIA Fall-to-Winter/Image-to-Image Translation/mIoU SYNTHIA-CVPR’16/10-shot image generation/Mean IoU SYNTHIA-CVPR’16/Semantic Segmentation/Mean IoU SYNTHIA-to-Cityscapes/1 Image, 2*2 Stitching/MIoU (13 classes)SYNTHIA-to-Cityscapes/1 Image, 2*2 Stitching/MIoU (16 classes)SYNTHIA-to-Cityscapes/1 Image, 2*2 Stitching/mIoU (13 classes)SYNTHIA-to-Cityscapes/10-shot image generation/Mean IoU SYNTHIA-to-Cityscapes/Domain Adaptation/Extra Manual Annotation SYNTHIA-to-Cityscapes/Domain Adaptation/MIoU (16 classes)SYNTHIA-to-Cityscapes/Domain Adaptation/mIoU SYNTHIA-to-Cityscapes/Domain Adaptation/mIoU (13 classes)SYNTHIA-to-Cityscapes/Domain Adaptation/mIoU (19 classes)SYNTHIA-to-Cityscapes/Image Generation/MIoU (13 classes)SYNTHIA-to-Cityscapes/Image Generation/MIoU (16 classes)SYNTHIA-to-Cityscapes/Image Generation/mIoU (13 classes)SYNTHIA-to-Cityscapes/Image-to-Image Translation/MIoU (13 classes)SYNTHIA-to-Cityscapes/Image-to-Image Translation/MIoU (16 classes)SYNTHIA-to-Cityscapes/Image-to-Image Translation/mIoU (13 classes)SYNTHIA-to-Cityscapes/Semantic Segmentation/Mean IoU SYNTHIA-to-Cityscapes/Source-Free Domain Adaptation/mIoU SYNTHIA-to-Cityscapes/Unsupervised Domain Adaptation/MIoU (16 classes)SYNTHIA-to-Cityscapes/Unsupervised Domain Adaptation/mIoU SYNTHIA-to-Cityscapes/Unsupervised Domain Adaptation/mIoU (13 classes)SYNTHIA-to-Cityscapes/Unsupervised Domain Adaptation/mIoU (19 classes)SYNTHIA-to-Cityscapes Labels/1 Image, 2*2 Stitching/mIOU SYNTHIA-to-Cityscapes Labels/Domain Adaptation/mIoU SYNTHIA-to-Cityscapes Labels/Image Generation/mIOU SYNTHIA-to-Cityscapes Labels/Image-to-Image Translation/mIOU SYNTHIA-to-FoggyCityscapes/Domain Adaptation/mIoU Synthia Novel View Synthesis/Novel View Synthesis/SSIM

Statistics

Papers: 538
Benchmarks: 2

Links

Tasks

10-shot image generation Domain Adaptation Image-to-Image Translation Novel View Synthesis One-shot Unsupervised Domain Adaptation Semantic Segmentation Source-Free Domain Adaptation Synthetic-to-Real Translation Unsupervised Domain Adaptation