Paper
Programming Computer Vision with Python
An introductory computer vision book by Jan Erik Solem that explains image processing and classic CV algorithm implementations from the ground up using Python and NumPy.
Timeline (last 90 days)
Oct 15
Jan Erik Solem's "Programming Computer Vision with Python" starts from the most basic image processing using Python and NumPy, covering topics such as feature extraction, image registration, and 3D reconstruction; the code is low-level and requires implementing classic algorithms such as SIFT yourself, but it was published relatively early and completely fails to cover CV models from the Transformer era.
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