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assignment_ParallelDots

Take the loftr inference pipeline from kornia and dockerize and make it ready for deployment. https://kornia.readthedocs.io/en/latest/_modules/kornia/feature/loftr/loftr.html . The api created should take two images for matching and return a path to an output image that visualizes matching done on both the images side by side.

Input and Output Storage

media directory contain the output matching images where as media/uploads directory contains input images

Screenshots

  1. API implementation screenshot are available in screenshot directory
  2. Additionally it also contains few documentation Screenshots.

References

  1. https://kornia-tutorials.readthedocs.io/en/latest/_nbs/image_matching.html
  2. https://kornia.readthedocs.io/
  3. https://zju3dv.github.io/loftr/

Run Server

  1. docker build -t image_matching_api .
  2. docker run -p 8000:8000 image_matching_api

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