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Top 5 video-segmentation open source projects

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

✭ 71

python computer-vision deep-learning pytorch segmentation video-segmentation video-object-segmentation cvpr2021

Activity-Recognition-CovMIJ

Skeleton-based method for activity recognition problem

✭ 13

Jupyter Notebook python microsoft activity-recognition kinect svm-classifier covariance-matrix video-segmentation one-vs-rest

MiVOS

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

✭ 302

python Cuda C++cython computer-vision deep-learning pytorch segmentation video-segmentation interactive-segmentation video-object-segmentation cvpr2021

hierarchical-graph-based-video-segmentation

Implementation of the hierarchical graph-based video segmentation algorithm proposed by Grundmann et al. [1] based on the image segmentation algorithm by Felzenswalb and Huttenlocher [2].

✭ 23

C++CMake opencv computer-vision video-segmentation

TransferSeg

Unseen Object Segmentation in Videos via Transferable Representations, ACCV 2018 (oral)

✭ 25

C++python matlab shell computer-vision deep-learning transfer-learning self-learning video-segmentation object-segmentation

1-5 of 5 video-segmentation projects