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.
media directory contain the output matching images where as media/uploads directory contains input images
- API implementation screenshot are available in screenshot directory
- Additionally it also contains few documentation Screenshots.
- https://kornia-tutorials.readthedocs.io/en/latest/_nbs/image_matching.html
- https://kornia.readthedocs.io/
- https://zju3dv.github.io/loftr/
- docker build -t image_matching_api .
- docker run -p 8000:8000 image_matching_api