Performance Optimization Revealed: How to Achieve a 30x Speed Increase Using SIMD Instructions? (Example of Global Threshold Binarization)

In daily development, we often need to process large amounts of data. For example, performing binarization on images or making threshold judgments on data. Today, we will look at a practical example of how to achieve a 30x speed increase using SIMD instructions! Comparison of Three Methods First, let’s look at the most basic method: … Read more

Pillow-SIMD: Faster Image Processing with Pillow

Pillow-SIMD: Faster Image Processing with Pillow

Translated by Python Tribe (python.freelycode.com), unauthorized reproduction is prohibited, sharing is welcome. Pillow-SIMD is a fork of Pillow (which itself is a fork of PIL). To learn more about Pillow, please refer to the relevant documentation and changelog and contribute to its development. Why SIMD? There are many ways to improve image processing performance. You … Read more

Practical SIMD Acceleration: Image Processing Solutions Using AVX2 Instructions in Go

Practical SIMD Acceleration: Image Processing Solutions Using AVX2 Instructions in Go

Click the “blue text” above to follow us “Hey, have you ever noticed that the CPU starts heating up while the program is running?” Every time I write image processing code, I can hear the fan protesting. Today, let’s talk about the parallel computing magic in Go language—SIMD instruction sets, especially AVX2, which makes the … Read more