CoTracker is a model for tracking any point (pixel) on a video.
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Dec 17, 2024 - Jupyter Notebook
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optical-flow
Here are 522 public repositories matching this topic...
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
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Aug 10, 2024 - Python
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
tracking deep-learning detection segmentation object-detection optical-flow papers tracking-by-detection code-collection paper-collection
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May 13, 2024 - HTML
Unsupervised Learning for Image Registration
machine-learning deep-learning diffeomorphism optical-flow unsupervised-learning probabilistic image-registration image-alignment
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Dec 2, 2024 - Python
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
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Aug 22, 2022 - Python
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
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May 10, 2024 - Python
Official code for "Towards An End-to-End Framework for Flow-Guided Video Inpainting" (CVPR2022)
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Apr 7, 2023 - Python
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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Jul 30, 2019 - C++
OpenMMLab optical flow toolbox and benchmark
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Jun 7, 2024 - Python
Video++, a C++14 high performance video and image processing library.
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Feb 7, 2019 - C++
[CVPR'22 Oral] GMFlow: Learning Optical Flow via Global Matching
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Feb 20, 2024 - Python
Fast, accurate and easy to run dense optical flow with python wrapper
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May 31, 2019 - C++
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
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Mar 21, 2023 - C++
Depth and Flow for Visual Odometry
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Nov 28, 2023 - Python
Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.
raft audio-features parallel pytorch feature-extraction resnet vit optical-flow clip multi-gpu i3d s3d video-features vggish r2plus1d swin visual-features timm ig65m laion
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Oct 26, 2024 - Python
A project that uses optical flow and machine learning to detect aimhacking in video clips.
opencv machine-learning deep-learning gaming fps anticheat optical-flow anti-cheat opencv-python fps-shooter
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Nov 20, 2021 - Python
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
deep-learning optical-flow unsupervised-learning adversarial camera-pose depth-prediction motion-segmentation adversarial-collaboration
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Mar 7, 2023 - Python
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
computer-vision deep-learning tensorflow optical-flow kitti-dataset motion-estimation mpi-sintel flying-chairs cvpr2018 pwc-net
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Aug 1, 2019 - Jupyter Notebook
This is a list of awesome paper about optical flow and related work.
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Nov 11, 2024
Python framework for short-term ensemble prediction systems.
weather rainfall optical-flow hydrology stochastic-processes precipitation advection ensemble-prediction nowcasting rainfall-prediction weather-radar forecast-verification
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Dec 19, 2024 - Python
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