easy-local-features 0.2.1

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easy-local-features-baselines

Just some scripts to make things easier for the local features baselines.

Installation

pip install -r requirements.txt
pip install .

How to use

from easy_local_features import DEAL
# from easy_local_features import DALF, DISK, R2D2, SuperPoint, SuperGlue

# Load an image
img = cv2.imread("assets/notredame.png")

# Initialize the extractor
extractor = DEAL()

# Return keypoints and descriptors just like OpenCV
keypoints, descriptors = extractor.detectAndCompute(img)

TODO

• Add a setup.py to make it a pip package
• Add a script to download some datasets
• Add a download script for the pretrained models
• Add more baselines :)
  • ASLFeat
  • DELF
  • LoFTR
  • DKM