CodeCamp #1555[Feature] Support Mapillary Vistas Dataset #2484
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xiexinch
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Co-authored-by: 谢昕辰 <[email protected]>
Co-authored-by: 谢昕辰 <[email protected]>
MeowZheng
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## [Datasets] Add Mapillary Vistas Datasets to MMSeg Core Package . ## Motivation Add Mapillary Vistas Datasets to core package. Old PR #2484 ## Modification - Add Mapillary Vistas Datasets to core package. - Delete `tools/datasets_convert/mapillary.py` , dataset does't need converting. - Add `schedule_240k.py` config. - Add configs files. ```none deeplabv3plus_r101-d8_4xb2-240k_mapillay_v1-512x1024.py deeplabv3plus_r101-d8_4xb2-240k_mapillay_v2-512x1024.py maskformer_swin-s_4xb2-240k_mapillary_v1-512x1024.py maskformer_swin-s_4xb2-240k_mapillary_v2-512x1024.py maskformer_r101-d8_4xb2-240k_mapillary_v1-512x1024.py maskformer_r101-d8_4xb2-240k_mapillary_v2-512x1024.py pspnet_r101-d8_4xb2-240k_mapillay_v1-512x1024.py pspnet_r101-d8_4xb2-240k_mapillay_v2-512x1024.py ``` - Synchronized changes to `projects/mapillary_datasets` --------- Co-authored-by: Miao Zheng <[email protected]> Co-authored-by: xiexinch <[email protected]>
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Apr 5, 2024
…pen-mmlab#2484) ## Support `Mapillary Vistas Dataset` ## Motivation Support **`Mapillary Vistas Dataset`** Dataset Paper link : https://ieeexplore.ieee.org/document/9878466/ Download and more information view https://www.mapillary.com/dataset/vistas ``` @InProceedings{Neuhold_2017_ICCV, author = {Neuhold, Gerhard and Ollmann, Tobias and Rota Bulo, Samuel and Kontschieder, Peter}, title = {The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes}, booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV)}, month = {Oct}, year = {2017} } ``` ## Modification Add `Mapillary_dataset` in `mmsegmentation/projects` Add `configs/_base_/mapillary_v1_2.py` and `configs/_base_/mapillary_v2_0.py` Add `configs/deeplabv3plus_r18-d8_4xb2-80k_mapillay-512x1024.py` to test training and testing on Mapillary datasets Add `docs/en/user_guides/2_dataset_prepare.md` , add Mapillary Vistas Dataset Preparing and Structure. Add `tools/dataset_converters/mapillary.py` to convert RGB labels to Mask labels. Co-authored-by: 谢昕辰 <[email protected]>
nahidnazifi87
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Apr 5, 2024
…-mmlab#2576) ## [Datasets] Add Mapillary Vistas Datasets to MMSeg Core Package . ## Motivation Add Mapillary Vistas Datasets to core package. Old PR open-mmlab#2484 ## Modification - Add Mapillary Vistas Datasets to core package. - Delete `tools/datasets_convert/mapillary.py` , dataset does't need converting. - Add `schedule_240k.py` config. - Add configs files. ```none deeplabv3plus_r101-d8_4xb2-240k_mapillay_v1-512x1024.py deeplabv3plus_r101-d8_4xb2-240k_mapillay_v2-512x1024.py maskformer_swin-s_4xb2-240k_mapillary_v1-512x1024.py maskformer_swin-s_4xb2-240k_mapillary_v2-512x1024.py maskformer_r101-d8_4xb2-240k_mapillary_v1-512x1024.py maskformer_r101-d8_4xb2-240k_mapillary_v2-512x1024.py pspnet_r101-d8_4xb2-240k_mapillay_v1-512x1024.py pspnet_r101-d8_4xb2-240k_mapillay_v2-512x1024.py ``` - Synchronized changes to `projects/mapillary_datasets` --------- Co-authored-by: Miao Zheng <[email protected]> Co-authored-by: xiexinch <[email protected]>
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Support
Mapillary Vistas DatasetMotivation
Support
Mapillary Vistas DatasetDataset Paper link : https://ieeexplore.ieee.org/document/9878466/
Download and more information view https://www.mapillary.com/dataset/vistas
Modification
Add
Mapillary_datasetinmmsegmentation/projectsAdd
configs/_base_/mapillary_v1_2.pyandconfigs/_base_/mapillary_v2_0.pyAdd
configs/deeplabv3plus_r18-d8_4xb2-80k_mapillay-512x1024.pyto test training and testing on Mapillary datasetsAdd
docs/en/user_guides/2_dataset_prepare.md, add Mapillary Vistas Dataset Preparing and Structure.Add
tools/dataset_converters/mapillary.pyto convert RGB labels to Mask labels.Checklist