co-tracker

Point tracker

A model for tracking any point on a video using transformer-based architecture and optical flow benefits

CoTracker is a model for tracking any point (pixel) on a video.

GitHub

4k stars
34 watching
262 forks
Language: Jupyter Notebook
last commit: almost 2 years ago
optical-flowpoint-trackingtrack-anything

Related projects:

RepositoryDescriptionStars
visionml/pytrackingA comprehensive framework for building and training visual object tracking models using PyTorch.3,271
doubiiu/dynamicrafterThis project generates animated videos from open-domain images by leveraging pre-trained video diffusion priors.2,668
facebookresearch/segment-anythingThis project provides code and tools for running inference with a visual segmentation model that can generate object masks from input prompts.48,092
facebookresearch/sam2A software framework for video segmentation in images and videos using AI models13,054
eduardolundgren/tracking.jsA computer vision library for the web that provides various algorithms and techniques for tracking objects and features in images.9,445
facebookresearch/slowfastProvides state-of-the-art video understanding codebase with efficient training methods and pre-trained models for various tasks6,680
clementpinard/sfmlearner-pytorchPytorch implementation of unsupervised depth and ego-motion learning from video sequences1,022
doubiiu/tooncrafterGenerates cartoon-style videos from two images using pre-trained diffusion models5,447
facebookresearch/dinov2A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision.9,425
mkocabas/vibeA video pose and shape estimation method that predicts body parameters for each frame of an input video.2,911
facebookresearch/detectron2A platform for object detection and segmentation tasks using machine learning algorithms30,778
benaclejames/vrcfacetrackingProvides eye and lip tracking functionality for VRChat avatars using OSC protocol and custom parameter mappings634
thudm/cogvideoGenerates videos from text and images using large language models9,761
facebookresearch/imagebindAn AI framework that combines data from multiple sources into a single embedding space, enabling various applications such as cross-modal retrieval and generation.8,424
martinruenz/co-fusionEnables a robot to maintain scene descriptions at the object level by segmenting and tracking objects in real-time from RGB-D images.502