PySIFT is a deterministic GPU SIFT that outperforms neural descriptor replacements on matching accuracy and geometric tasks across four benchmarks while being 2-18x faster and fully reproducible across GPU architectures.
CuPy: A NumPy-compatible library for NVIDIA GPU calculations.NeurIPS Workshop on Ma- chine Learning Systems (LearningSys)
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PySIFT: GPU-Resident Deterministic SIFT for Deep Learning Vision Pipelines
PySIFT is a deterministic GPU SIFT that outperforms neural descriptor replacements on matching accuracy and geometric tasks across four benchmarks while being 2-18x faster and fully reproducible across GPU architectures.