{"id":46442,"url":"https://github.com/coderonion/awesome-video-object-detection","name":"awesome-video-object-detection","description":" A collection of some awesome video object detection series projects. ","projects_count":33,"last_synced_at":"2026-08-03T22:00:21.861Z","repository":{"id":45780220,"uuid":"486637450","full_name":"coderonion/awesome-video-object-detection","owner":"coderonion","description":" A collection of some awesome video object detection series projects. 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(**[arXiv 2017](https://arxiv.org/abs/1703.02529)**)\r\n  \r\n  - [FGFA](https://github.com/msracver/Flow-Guided-Feature-Aggregation) \u003cimg src=\"https://img.shields.io/github/stars/msracver/Flow-Guided-Feature-Aggregation?style=social\"/\u003e : \"Flow-Guided Feature Aggregation for Video Object Detection\". (**[ICCV 2017](https://openaccess.thecvf.com/content_iccv_2017/html/Zhu_Flow-Guided_Feature_Aggregation_ICCV_2017_paper.html)**)\r\n\r\n  - [STSN](https://github.com/lyj96/STSN) \u003cimg src=\"https://img.shields.io/github/stars/lyj96/STSN?style=social\"/\u003e : \"Object Detection in Video with Spatiotemporal Sampling Networks\". (**[ECCV 2018](https://openaccess.thecvf.com/content_ECCV_2018/html/Gedas_Bertasius_Object_Detection_in_ECCV_2018_paper.html)**)\r\n\r\n  - [MANet](https://github.com/wangshy31/MANet_for_Video_Object_Detection) \u003cimg src=\"https://img.shields.io/github/stars/wangshy31/MANet_for_Video_Object_Detection?style=social\"/\u003e : \"Fully Motion-Aware Network for Video Object Detection\". (**[ECCV 2018](https://openaccess.thecvf.com/content_ECCV_2018/html/Shiyao_Wang_Fully_Motion-Aware_Network_ECCV_2018_paper.html)**)\r\n\r\n  - RDN: \"Relation Distillation Networks for Video Object Detection\". (**[ICCV 2019](https://openaccess.thecvf.com/content_ICCV_2019/html/Deng_Relation_Distillation_Networks_for_Video_Object_Detection_ICCV_2019_paper.html)**)\r\n\r\n  - [MGA](https://github.com/lhaof/Motion-Guided-Attention) \u003cimg src=\"https://img.shields.io/github/stars/lhaof/Motion-Guided-Attention?style=social\"/\u003e : \"Motion Guided Attention for Video Salient Object Detection\". (**[ICCV 2019](https://openaccess.thecvf.com/content_ICCV_2019/html/Li_Motion_Guided_Attention_for_Video_Salient_Object_Detection_ICCV_2019_paper.html)**)\r\n\r\n  - [SELSA](https://github.com/happywu/Sequence-Level-Semantics-Aggregation) \u003cimg src=\"https://img.shields.io/github/stars/happywu/Sequence-Level-Semantics-Aggregation?style=social\"/\u003e : \"Sequence level semantics aggregation for video object detection\". (**[ICCV 2019](https://openaccess.thecvf.com/content_ICCV_2019/html/Wu_Sequence_Level_Semantics_Aggregation_for_Video_Object_Detection_ICCV_2019_paper.html)**)\r\n\r\n  - [LSTS](https://github.com/jiangzhengkai/LSTS) \u003cimg src=\"https://img.shields.io/github/stars/jiangzhengkai/LSTS?style=social\"/\u003e : \"Learning Where to Focus for Efficient Video Object Detection\". (**[ECCV 2020](https://link.springer.com/chapter/10.1007/978-3-030-58517-4_2)**)\r\n\r\n  - [HVR-Net](https://github.com/youthHan/HVRNet) \u003cimg src=\"https://img.shields.io/github/stars/youthHan/HVRNet?style=social\"/\u003e : \"Mining Inter-Video Proposal Relations for Video Object Detection\". (**[ECCV 2020](https://link.springer.com/chapter/10.1007/978-3-030-58589-1_26)**)\r\n\r\n  - [MEGA](https://github.com/Scalsol/mega.pytorch) \u003cimg src=\"https://img.shields.io/github/stars/Scalsol/mega.pytorch?style=social\"/\u003e : \"Memory enhanced global-local aggregation for video object detection\". (**[CVPR 2020](https://openaccess.thecvf.com/content_CVPR_2020/html/Chen_Memory_Enhanced_Global-Local_Aggregation_for_Video_Object_Detection_CVPR_2020_paper.html)**)\r\n\r\n  - [PyramidCSA](https://github.com/guyuchao/PyramidCSA) \u003cimg src=\"https://img.shields.io/github/stars/guyuchao/PyramidCSA?style=social\"/\u003e : \"Pyramid constrained self-attention network for fast video salient object detection\". (**[AAAI 2020](https://ojs.aaai.org/index.php/AAAI/article/view/6718)**)\r\n\r\n  - [REPP](https://github.com/AlbertoSabater/Robust-and-efficient-post-processing-for-video-object-detection) \u003cimg src=\"https://img.shields.io/github/stars/AlbertoSabater/Robust-and-efficient-post-processing-for-video-object-detection?style=social\"/\u003e : \"Robust and efficient post-processing for video object detection\". (**[IROS 2020](https://ieeexplore.ieee.org/abstract/document/9341600)**)\r\n\r\n  - [FFAVOD](https://github.com/hu64/FFAVOD) \u003cimg src=\"https://img.shields.io/github/stars/hu64/FFAVOD?style=social\"/\u003e : \"FFAVOD: Feature fusion architecture for video object detection\". (**[Pattern Recognition Letters, 2021](https://www.sciencedirect.com/science/article/abs/pii/S016786552100307X)**)\r\n\r\n  - [STMTrack](https://github.com/fzh0917/STMTrack) \u003cimg src=\"https://img.shields.io/github/stars/fzh0917/STMTrack?style=social\"/\u003e : \"STMTrack: Template-free Visual Tracking with Space-time Memory Networks\". (**[CVPR 2021](https://openaccess.thecvf.com/content/CVPR2021/html/Fu_STMTrack_Template-Free_Visual_Tracking_With_Space-Time_Memory_Networks_CVPR_2021_paper.html)**)\r\n\r\n  - [TraDeS](https://github.com/JialianW/TraDeS) \u003cimg src=\"https://img.shields.io/github/stars/JialianW/TraDeS?style=social\"/\u003e : \"Track to Detect and Segment: An Online Multi-Object Tracker\". (**[CVPR 2021](https://openaccess.thecvf.com/content/CVPR2021/html/Wu_Track_To_Detect_and_Segment_An_Online_Multi-Object_Tracker_CVPR_2021_paper.html)**)\r\n\r\n  - [TROIA](https://github.com/open-mmlab/mmtracking) \u003cimg src=\"https://img.shields.io/github/stars/open-mmlab/mmtracking?style=social\"/\u003e : \"Temporal ROI Align for Video Object Recognition\". (**[AAAI 2021](https://www.aaai.org/AAAI21Papers/AAAI-3370.GongT.pdf)**)\r\n\r\n  - MeGA-CDA: \"MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection\". (**[CVPR 2021](https://openaccess.thecvf.com/content/CVPR2021/html/VS_MeGA-CDA_Memory_Guided_Attention_for_Category-Aware_Unsupervised_Domain_Adaptive_Object_CVPR_2021_paper.html)**)\r\n\r\n  - [SSTVOS](https://github.com/dukebw/SSTVOS) \u003cimg src=\"https://img.shields.io/github/stars/dukebw/SSTVOS?style=social\"/\u003e : \"SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation\". (**[CVPR 2021](https://openaccess.thecvf.com/content/CVPR2021/html/Duke_SSTVOS_Sparse_Spatiotemporal_Transformers_for_Video_Object_Segmentation_CVPR_2021_paper.html)**)\r\n\r\n  - [TransVOD](https://github.com/SJTU-LuHe/TransVOD) \u003cimg src=\"https://img.shields.io/github/stars/SJTU-LuHe/TransVOD?style=social\"/\u003e : \"End-to-End Video Object Detection with Spatial-Temporal Transformers\". (**[ACM 2021](https://arxiv.org/pdf/2105.10920.pdf)**)\r\n\r\n  - [qianyuzqy/TransVOD_Lite](https://github.com/qianyuzqy/TransVOD_Lite) \u003cimg src=\"https://img.shields.io/github/stars/qianyuzqy/TransVOD_Lite?style=social\"/\u003e : (TPAMI 2023) TransVOD:End-to-End Video Object Detection with Spatial-Temporal Transformers (implementations of TransVOD Lite). \r\n\r\n  - [VidVRD](https://github.com/Dawn-LX/VidVRD-tracklets) \u003cimg src=\"https://img.shields.io/github/stars/Dawn-LX/VidVRD-tracklets?style=social\"/\u003e : \"Video Relation Detection via Tracklet based Visual Transformer\". (**[ACM 2021](https://arxiv.org/pdf/2108.08669.pdf)**)\r\n\r\n  - [DSFNet](https://github.com/ChaoXiao12/Moving-object-detection-DSFNet) \u003cimg src=\"https://img.shields.io/github/stars/ChaoXiao12/Moving-object-detection-DSFNet?style=social\"/\u003e : \"DSFNet: Dynamic and Static Fusion Network for Moving Object Detection in Satellite Videos\". (**[IEEE Geoscience and Remote Sensing Letters 2021](https://ieeexplore.ieee.org/abstract/document/9594855)**)\r\n\r\n  - [MAMBA](https://github.com/Duckduckgod/MAMBA) \u003cimg src=\"https://img.shields.io/github/stars/Duckduckgod/MAMBA?style=social\"/\u003e : Self implementation of AAAI21 paper MAMBA for video object detection. \"MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection\". (**[AAAI 2021](https://www.aaai.org/AAAI21Papers/AAAI-9815.SunG.pdf)**)\r\n\r\n  - [STFT](https://github.com/lingyunwu14/STFT) \u003cimg src=\"https://img.shields.io/github/stars/lingyunwu14/STFT?style=social\"/\u003e : \"Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation\". (**[MICCAI 2021](https://link.springer.com/chapter/10.1007/978-3-030-87240-3_29)**)\r\n\r\n  - [TAdaConv](https://github.com/alibaba-mmai-research/TAdaConv) \u003cimg src=\"https://img.shields.io/github/stars/alibaba-mmai-research/TAdaConv?style=social\"/\u003e : \"TAda! Temporally-Adaptive Convolutions for Video Understanding\". (**[ICLR 2022](https://arxiv.org/abs/2110.06178)**)\r\n\r\n  - [TCTrack](https://github.com/vision4robotics/TCTrack) \u003cimg src=\"https://img.shields.io/github/stars/vision4robotics/TCTrack?style=social\"/\u003e : \"TCTrack: Temporal Contexts for Aerial Tracking\". (**[CVPR 2022](https://arxiv.org/abs/2203.01885)**)\r\n\r\n  - [SLT-Net](https://github.com/XuelianCheng/SLT-Net) \u003cimg src=\"https://img.shields.io/github/stars/XuelianCheng/SLT-Net?style=social\"/\u003e : \"Implicit Motion Handling for Video Camouflaged Object Detection\". (**[CVPR 2022](https://arxiv.org/abs/2203.07363)**)\r\n\r\n  - [StreamYOLO](https://github.com/yancie-yjr/StreamYOLO) \u003cimg src=\"https://img.shields.io/github/stars/yancie-yjr/StreamYOLO?style=social\"/\u003e : \"Real-time Object Detection for Streaming Perception\". (**[CVPR 2022](https://arxiv.org/abs/2203.12338v1)**)\r\n\r\n  - [suyukun666/UFO](https://github.com/suyukun666/UFO) \u003cimg src=\"https://img.shields.io/github/stars/suyukun666/UFO?style=social\"/\u003e : \"A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection\". (**[arXiv 2022](https://arxiv.org/abs/2203.04708)**)\r\n\r\n  - QueryProp: \"QueryProp: Object Query Propagation for High-Performance Video Object Detection\". (**[AAAI 2022](https://www.aaai.org/AAAI22Papers/AAAI-471.HeF.pdf)**)\r\n\r\n  - [YOLOV](https://github.com/YuHengsss/YOLOV) \u003cimg src=\"https://img.shields.io/github/stars/YuHengsss/YOLOV?style=social\"/\u003e : \"YOLOV: Making Still Image Object Detectors Great at Video Object Detection\". (**[arXiv 2022](https://arxiv.org/abs/2208.09686)**)","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/coderonion%2Fawesome-video-object-detection/projects"}