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3D reconstruction

SfM positions + Instant-NGP (https://github.com/NVlabs/instant-ngp):

Nerf lego:


Usage:
./build/modules/sfm/eacham_sfm PATH_TO_CONFIG_FOLDER

The result will be written to 'positions.json'

To use the result in Instant-NGP, one should to convert it using
./TransformToNerf 'folder with dataset'

Dependencies:

  • GTSAM (optimization)
  • OpenCV (Image reading, processing, feature extracting and matching)
  • Eigen3 (Matrix operations)
  • Pangolin (Visualization)
  • nlohmann (JSON parser, included in thirdparty)
  • LightGlue (ONNX, included in thirdparty)
  • librealsense2 (optional)
  • Conan 2.x.x (optinal)

Further developmnent

  • Code refactoring and computation time optimization
  • Instant NGP Runner

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Visual SLAM and SfM

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