datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Detect_Mapillary_Vistasmapillary-vistas-v2
Mapillary Vistas Dataset v2.0
A diverse street-level imagery dataset with pixel‑accurate and instance‑specific human annotations for understanding street scenes around the world.
Dataset Description
The Mapillary Vistas Dataset is a large-scale street-level image dataset containing 25,000 high-resolution images annotated into 124 semantic object categories, of which 70 classes are instance-specific labels (v2.0). Annotation is performed in a dense and fine-grained style… See the full description on the dataset page: https://huggingface.co/datasets/candylion/mapillary-vistas-v2.mapillary_traffic_sign_dataset_cleanedmapillary_traffic_sign_datasetmapillary-vistas-datasetmapillary_traffic_sign_dataset_recommendedmapillary-metropolisMapillary_Datasetmapillary_vistas_semantic_edges_and_segmentationmapillary_traffic_signs
📄 Paper
If you use this dataset, please cite the following paper:
MAPILLARY VISTAS VALIDATION FOR FINE-GRAINED TRAFFIC SIGNS: A Benchmark Revealing Vision-Language Model LimitationsSubmitted to ICCV Workshop 2025
📄 Citation
@article{garg2025mapillary,
title={Mapillary Vistas Validation for Fine-Grained Traffic Signs: A Benchmark Revealing Vision-Language Model Limitations},
author={Garg, Sparsh and Aich, Abhishek},
journal={arXiv preprint arXiv:2508.02047}… See the full description on the dataset page: https://huggingface.co/datasets/sparshgarg57/mapillary_traffic_signs.Image_mapillary_Street_levelMapillary-Vistas-with-augmentatiommapillary_metropolisMapillarymapillary_vistas_semantic_edges_and_segmentation_testmapillarymapillarymapillary_generatedmapillary_pair_generatedMapillary_Vistasmapillary-depthmapillary-depthGreenery_Survey_Helsinki_MapillaryA sample of Street View Images (SVI) from Helsinki, Finland.
All image credits go to the original owners and Mapillary
mapillary-vistas