{"id":21711944,"url":"https://github.com/hrnet/hrnet-applications-collection","last_synced_at":"2026-02-03T03:06:27.573Z","repository":{"id":98122243,"uuid":"276520324","full_name":"HRNet/HRNet-Applications-Collection","owner":"HRNet","description":"A collection of HRNet applications (Please feel freely add your applications if not included)","archived":false,"fork":false,"pushed_at":"2020-07-03T06:00:40.000Z","size":14,"stargazers_count":26,"open_issues_count":1,"forks_count":1,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-01-25T16:44:56.825Z","etag":null,"topics":["face-alignment","face-detection","hrnet","human-pose-estimation","imagenet","object-detection","pedestrian-detection","semantic-segmentation","tracking"],"latest_commit_sha":null,"homepage":"https://github.com/HRNet/HRNet-Applications/","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/HRNet.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-07-02T01:35:10.000Z","updated_at":"2024-10-24T14:43:27.000Z","dependencies_parsed_at":null,"dependency_job_id":"c4028986-696b-4369-ba35-4dd7c6c38ed2","html_url":"https://github.com/HRNet/HRNet-Applications-Collection","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HRNet%2FHRNet-Applications-Collection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HRNet%2FHRNet-Applications-Collection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HRNet%2FHRNet-Applications-Collection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HRNet%2FHRNet-Applications-Collection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/HRNet","download_url":"https://codeload.github.com/HRNet/HRNet-Applications-Collection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244667026,"owners_count":20490363,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["face-alignment","face-detection","hrnet","human-pose-estimation","imagenet","object-detection","pedestrian-detection","semantic-segmentation","tracking"],"created_at":"2024-11-25T23:32:00.678Z","updated_at":"2026-02-03T03:06:27.508Z","avatar_url":"https://github.com/HRNet.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# A collection of HRNet applications\n(Please feel freely add your applications if not included)\n## Classification, segmentation and detection \n### ImageNet classification\n[Deep High-Resolution Representation Learning for Visual Recognition](https://arxiv.org/abs/1908.07919). Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu,  Mingkui Tan, Xinggang Wang, Wenyu Liu, and Bin Xiao. TPAMI. 2020. [code](https://github.com/HRNet/HRNet-Image-Classification)\n\n### Semantic segmentation\n[Deep High-Resolution Representation Learning for Visual Recognition](https://arxiv.org/abs/1908.07919). Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu,  Mingkui Tan, Xinggang Wang, Wenyu Liu, and Bin Xiao. TPAMI. 2020. [code](https://github.com/HRNet/HRNet-Semantic-Segmentation)\n\n[Hierarchical Multi-Scale Attention for Semantic Segmentation](https://arxiv.org/abs/2005.10821). Andrew Tao, Karan Sapra, and Bryan Catanzaro: CoRR abs/2005.10821 (2020). [Rank #1, cityscapes benchmark](https://www.cityscapes-dataset.com/benchmarks/#pixel-level-results)\n\n[MSeg: A Composite Dataset for Multi-domain Semantic Segmentation](http://vladlen.info/papers/MSeg.pdf). John Lambert, Zhuang Liu, Ozan Sener, James Hays, and Vladlen Koltun. CVPR 2020. [code](https://github.com/mseg-dataset/mseg-semantic)\n\n[Object-Contextual Representations for Semantic Segmentation](https://arxiv.org/abs/1909.11065). Yuhui Yuan, Xilin Chen, Jingdong Wang. ECCV 2020. [code](https://github.com/HRNet/HRNet-Semantic-Segmentation/tree/HRNet-OCR), [code](https://github.com/openseg-group/OCNet.pytorch)\n\n[Disentangled Non-Local Neural Networks](https://arxiv.org/abs/2006.06668). Minghao Yin, Zhuliang Yao, Yue Cao, Xiu Li, Zheng Zhang, Stephen Lin, Han Hu. CoRR abs/2006.06668 (2020)\n\n### Instance segmentation and panoptic segmentation\n[Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation](https://arxiv.org/abs/1911.10194). Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen. CVPR 2020. The winner of Mapillary Vistas Panoptic Segmentation Task, [COCO + Mapillary Joint Recognition Challenge Workshop at ICCV 2019](https://cocodataset.org/workshop/coco-mapillary-iccv-2019.html#mapillary-panoptic). [code](https://github.com/bowenc0221/panoptic-deeplab)\n\n[1st Place Solutions for OpenImage2019 - Object Detection and Instance Segmentation](https://arxiv.org/abs/2003.07557). Yu Liu, Guanglu Song, Yuhang Zang, Yan Gao, Enze Xie, Junjie Yan, Chen Change Loy, Xiaogang Wang. CoRR abs/2003.07557 (2020)\n\n### Object detection \n[Deep High-Resolution Representation Learning for Visual Recognition](https://arxiv.org/abs/1908.07919). Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu,  Mingkui Tan, Xinggang Wang, Wenyu Liu, and Bin Xiao. TPAMI. 2020. [code on MMDetection](https://github.com/HRNet/HRNet-Object-Detection), [code on Mask RCNN](https://github.com/HRNet/HRNet-MaskRCNN-Benchmark), [code with FCOS](https://github.com/HRNet/HRNet-FCOS)\n\n\n[1st Place Solutions of Waymo Open Dataset Challenge 2020: 2D Object Detection Track](https://drive.google.com/file/d/14VwSjMeRZUtisZtqQPmbll6w4zvZXIAQ/view). Zehao Huang, Zehui Chen, Qiaofei Li, Hongkai Zhang and Naiyan Wang. CVPRW 2020. \n\n[CenterNet: Keypoint Triplets for Object Detection](https://openaccess.thecvf.com/content_ICCV_2019/papers/Duan_CenterNet_Keypoint_Triplets_for_Object_Detection_ICCV_2019_paper.pdf). Kaiwen Duan, Song Bai, Lingxi Xie, Honggang Qi, Qingming Huang, Qi Tian. ICCV 2019.\n\n[FCOS: Fully Convolutional One-Stage Object Detection](https://arxiv.org/pdf/1904.01355.pdf\n). Zhi Tian, Chunhua Shen, Hao Chen, and Tong He. ICCV 2019. [code](https://github.com/HRNet/HRNet-FCOS)\n\n## Human-centric vision\n\n### Human pose estimation\n[Deep High-Resolution Representation Learning for Human Pose Estimation]([https://arxiv.org/abs/1902.09212](https://arxiv.org/abs/1902.09212)). Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang. CVPR 2019. [code](https://github.com/leoxiaobin/deep-high-resolution-net.pytorch) [video](https://www.youtube.com/watch?v=sIP3MrFWCpg)\n    \n[Distribution-Aware Coordinate Representation for Human Pose Estimation](https://arxiv.org/abs/1910.06278). Feng Zhang, Xiatian Zhu, Hanbin Dai, Mao Ye, and Ce Zhu. CVPR 2020. [code](https://github.com/ilovepose/DarkPose)\n\n[The Devil Is in the Details: Delving Into Unbiased Data Processing for Human Pose Estimation](https://arxiv.org/abs/1911.07524). Junjie Huang, Zheng Zhu, Feng Guo, Guan Huang. CVPR 2020. [code](https://github.com/HuangJunJie2017/UDP-Pose)\n\n### Video pose estimation\n[Learning Temporal Pose Estimation from Sparsely-Labeled Videos]([https://arxiv.org/abs/1906.04016](https://arxiv.org/abs/1906.04016)). Gedas Bertasius, Christoph Feichtenhofer, Du Tran, Jianbo Shi, Lorenzo Torresani. NeurIPS 2019. [code]([https://github.com/facebookresearch/PoseWarper](https://github.com/facebookresearch/PoseWarper))\n\n### 3D human pose estimation\n[Cascaded deep monocular 3D human pose estimation with evolutionary training data](https://arxiv.org/abs/2006.07778). Shichao Li, Lei Ke, Kevin Pratama, Yu-Wing Tai, Chi-Keung Tang, Kwang-Ting Cheng. CoRR abs/2006.07778 (2020)\n\n[Motion Guided 3D Pose Estimation from Videos](https://arxiv.org/abs/2004.13985). Jingbo Wang, Sijie Yan, Yuanjun Xiong, Dahua Lin. CoRR abs/2004.13985 (2020)\n\n[Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild](https://arxiv.org/abs/2003.07581). Umar Iqbal, Pavlo Molchanov, and Jan Kautz. CVPR 2020\n\n\n### Pedestrian Detection\n[Pedestrian Detection: The Elephant In The Room](https://arxiv.org/abs/2003.08799). Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao. CoRR abs/2003.08799 (2020). [code](https://github.com/hasanirtiza/Pedestron)\n\n### Face alignment\n[Deep High-Resolution Representation Learning for Visual Recognition](https://arxiv.org/abs/1908.07919). Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu,  Mingkui Tan, Xinggang Wang, Wenyu Liu, and Bin Xiao. TPAMI. 2020. [code](https://github.com/HRNet/HRNet-Facial-Landmark-Detection)\n\n### Face recognition\t\n[FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition](https://www.adrianbulat.com/downloads/AAAI20/FANFace.pdf). Jing Yang, Adrian Bulat, Georgios Tzimiropoulos. AAAI 2020.\n\n\n### Sign language recognition\n[Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition](https://arxiv.org/abs/2002.03187). Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li. AAAI 2020.\n\n\n### Multi-Object Tracking\n[A Simple Baseline for Multi-Object Tracking. Yifu Zhang, Chunyu Wang](https://arxiv.org/abs/2004.01888), Xinggang Wang, Wenjun Zeng, Wenyu Liu. CoRR abs/2004.01888 (2020). [code](https://github.com/ifzhang/FairMOT)\n\n### Fashion Image Retrieval\n[Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection](http://openaccess.thecvf.com/content_CVPR_2020/papers/Lang_Which_Is_Plagiarism_Fashion_Image_Retrieval_Based_on_Regional_Representation_CVPR_2020_paper.pd). Yining Lang, Yuan He, Fan Yang, Jianfeng Dong, Hui Xue. CVPR 2020.\n\n\n\n\n\n\n\n\n\n## Fine-grained visual categorization\n\n[Semi-Supervised Recognition under a Noisy and Fine-grained Dataset](https://arxiv.org/abs/2006.10702). Cheng Cui, Zhi Ye, Yangxi Li, Xinjian Li, Min Yang, Kai Wei, Bing Dai, Yanmei Zhao, Zhongji Liu, Rong Pang. CoRR abs/2006.10702 (2020). [code](https://github.com/PaddlePaddle/PaddleClas)\n\n## Pretraing\n\n[Learning High-Resolution Domain-Specific Representations with a GAN Generator](https://arxiv.org/abs/2006.10451). Danil Galeev, Konstantin Sofiiuk, Danila Rukhovich, Mikhail Romanov, Olga Barinova, Anton Konushin. CoRR abs/2006.10451 (2020)\n\n\n\n\n\n## Table detection\n\n[CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents](https://arxiv.org/abs/2004.12629). Devashish Prasad, Ayan Gadpal, Kshitij Kapadni, Manish Visave, Kavita Sultanpure. CVPRW 2020. [code](https://github.com/DevashishPrasad/CascadeTabNet)\n\n## Computational photography\n\n[Foreground-aware Semantic Representations for Image Harmonization](https://arxiv.org/abs/2006.00809). Konstantin Sofiiuk, Polina Popenova, Anton Konushin. CoRR abs/2006.00809 (2020). [code](https://github.com/saic-vul/image_harmonization)\n\n[High-Resolution Network for Photorealistic Style Transfer](https://arxiv.org/abs/1904.11617). Ming Li, Chunyang Ye, Wei Li. CoRR abs/1904.11617 (2019). [code](https://github.com/limingcv/Photorealistic-Style-Transfer)\n\n[Progressive Image Inpainting with Full-Resolution Residual Network](https://arxiv.org/abs/1907.10478). Zongyu Guo, Zhibo Chen, Tao Yu, Jiale Chen, Sen Liu. ACM Multimedia 2019: 2496-2504. [code](https://github.com/ZongyuGuo/Inpainting_FRRN)\n\n[NTIRE 2019 Challenge on Image Enhancement: Methods and Results](http://openaccess.thecvf.com/content_CVPRW_2019/papers/NTIRE/Ignatov_NTIRE_2019_Challenge_on_Image_Enhancement_Methods_and_Results_CVPRW_2019_paper.pdf). CVPR Workshops 2019. The winner, the Mt.Stars team, adopted the HRNet.\n\n\n\n\n\n\n## 6-DoF Pose Estimation\n\n[Neural Mesh Refiner for 6-DoF Pose Estimation](https://arxiv.org/abs/2003.07561). Di Wu, Yihao Chen, Xianbiao Qi, Yongjian Yu, Weixuan Chen, Rong Xiao. CoRR abs/2003.07561 (2020). [code](https://github.com/stevenwudi/Kaggle_PKU_Baidu)\n\n\n\n\n\n\n## Co-Segmentation\n\t\n[Deep Object Co-Segmentation via Spatial-Semantic Network Modulation](https://www.aaai.org/Papers/AAAI/2020GB/AAAI-KaihuaZhang.1673.pdf). Kaihua Zhang, Jin Chen, Bo Liu, Qingshan Liu. AAAI 2020.\n\n## DL platform\nBaidu PaddlePaddle. [PaddleSeg model_zoo](\nhttps://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.5.0/docs/model_zoo.md) [PaddleSeg HRNet tutorial](https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.5.0/turtorial/finetune_hrnet.md)\n\nGLUON-CV [HRNet](https://gluon-cv.mxnet.io/_modules/gluoncv/model_zoo/hrnet.html)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhrnet%2Fhrnet-applications-collection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhrnet%2Fhrnet-applications-collection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhrnet%2Fhrnet-applications-collection/lists"}