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A modular framework for learning-based camera motion estimation using RAFT, AANET (etc) disparity, stereo depth, and keypoint tracking.

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Flight Path

Camera Tracking

Flight Path is a modular, Python-based visual odometry project that combines state-of-the-art deep learning techniques with classical geometry. It integrates RAFT-based optical flow and stereo disparity methods with SVD-based camera pose estimation (via the Kabsch algorithm). My little R&D in autonomous navigation and computer vision.

Pipeline

Stereo Pipleline

Datsets

Original datasets https://fpv.ifi.uzh.ch/datasets-backup/

About

A modular framework for learning-based camera motion estimation using RAFT, AANET (etc) disparity, stereo depth, and keypoint tracking.

Resources

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1 star

Watchers

1 watching

Forks

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