Fast and simple YUV approximation conversion in pure Rust. At most the same as libyuv does. Performance will be equal to libyuv or slightly higher on platforms where SIMD is implemented. Otherwise equal or slower.
Mostly implemented AVX-512, AVX2, SSE, NEON, WASM
X86 targets with SSE and AVX uses runtime dispatch to detect available cpu features.
Supports:
- YCbCr ( aka YUV )
- YCgCo
- YUY2
- Identity ( GBR )
- Sharp YUV
All the methods support RGB, BGR, BGRA and RGBA
Runtime dispatch is used for use if available sse4.1
, avx2
, avx512bw
, avx512vbmi
, rdm
for NEON.
For the sse4.1
, avx2
, rdm
no action is needed, however for AVX-512 activated feature nightly_avx512
along nightly
rust channel is required.
Wasm simd128
as target feature should be enabled for implemented SIMD wasm paths support,
Some paths have multi-threading support, consider this feature if you're working on platform with multi-threading.
cargo add yuvutils-rs
let mut planar_image =
YuvPlanarImageMut::<u8>::alloc(width as u32, height as u32, YuvChromaSubsampling::Yuv420);
rgb_to_yuv422(
&mut planar_image,
&src_bytes,
rgba_stride as u32,
YuvRange::Limited,
YuvStandardMatrix::Bt601,
)
.unwrap();
yuv420_to_rgb(
&yuv_planar_image,
&mut rgba,
rgba_stride as u32,
YuvRange::Limited,
YuvStandardMatrix::Bt601,
)
.unwrap();
Tests performed on the image 1997x1331
YUV 8 bit-depth conversion
aarch64
tested on Mac Pro M3.
AVX2 tests performed on Digital Ocean Shared Premium Intel 2 vCPU
with Ubuntu 24.04 droplet.
AVX2 Win test performed on Windows 11 Intel Core i9-14900HX.
cargo bench --bench yuv8 --manifest-path ./app/Cargo.toml
AVX-512 tests performed on AWS c5.large
with Ubuntu 24.04 instance with command
cargo +nightly bench --bench yuv8 --manifest-path ./app/Cargo.toml --features nightly_avx512
Conversion | time(NEON) | Time(AVX2 Win) | Time(AVX2) | Time(AVX-512) |
---|---|---|---|---|
utils RGB->YUV 4:2:0 | 360.53µs | 467.74µs | 1.6235ms | 722.87µs |
libyuv RGB->YUV 4:2:0 | 306.80µs | 3.70ms | 2.4843ms | 972.52µs |
utils RGBA->YUV 4:2:0 | 422.36µs | 447.70µs | 2.2825ms | 785.93µs |
libyuv RGBA->YUV 4:2:0 | 429.36µs | 2.70ms | 1.6656ms | 707.33µs |
utils RGBA->YUV 4:2:2 | 590.36µs | 586.14µs | 3.0181ms | 964.87µs |
libyuv RGBA->YUV 4:2:2 | 651.84µs | 4.3003ms | 2.4168ms | 947.97µs |
utils RGBA->YUV 4:4:4 | 674.61µs | 645.63µs | 3.2485ms | 974.29µs |
Conversion | time(NEON) | Time(AVX2 Win) | Time(AVX2) | Time(AVX-512) |
---|---|---|---|---|
utils YUV NV12->RGBA | 399.37µs | 396.58µs | 1.97ms | 736.21µs |
utils YUV NV12->RGB | 470.35µs | 421.28µs | 1.66ms | 654.37µs |
libyuv YUV NV12->RGB | 621.11µs | 5.5533ms | 1.84ms | 800.85µs |
utils YUV 4:2:0->RGB | 346.13µs | 405.96µs | 1.54ms | 614.19µs |
libyuv YUV 4:2:0->RGB | 747.18µs | 5.8231ms | 2.58ms | 1.16ms |
utils YUV 4:2:0->RGBA | 396.58µs | 397.43µs | 1.72ms | 733.88µs |
libyuv YUV 4:2:0->RGBA | 710.88µs | 557.44µs | 1.81ms | 870.64µs |
utils YUV 4:2:2->RGBA | 471.54µs | 440.47µs | 2.22ms | 824.69µs |
libyuv YUV 4:2:2->RGBA | 734.25µs | 579.24µs | 1.89ms | 851.24µs |
utils YUV 4:4:4->RGBA | 458.71µs | 410.01µs | 2.33ms | 819.17µs |
libyuv YUV 4:4:4->RGBA | 596.55µs | 525.90µs | 1.91ms | 803.62µs |
utils YUV 4:0:0->RGBA | 220.67µs | 260.69µs | 1.05ms | 600.43µs |
libyuv YUV 4:0:0->RGBA | 522.71µs | 1.8204ms | 811.03µs | 525.56µs |
YUV 16 bit-depth conversion
cargo bench --bench yuv16 --manifest-path ./app/Cargo.toml
AVX-512 tests performed on AWS c5.large
with Ubuntu 24.04 instance with command
cargo +nightly bench --bench yuv16 --manifest-path ./app/Cargo.toml --features nightly_avx512
10-bit encoding is not implemented in libyuv
time(NEON) | Time(AVX2 Win) | Time(AVX2) | Time(AVX-512) | |
---|---|---|---|---|
utils RGB10->YUV10 4:2:0 | 539.82µs | 745.02µs | 3.13ms | 1.21ms |
libyuv RGB10->YUV10 4:2:0 | x | x | x | x |
utils RGBA10->YUV10 4:2:0 | 674.12µs | 807.89µs | 3.66ms | 1.57ms |
libyuv RGBA10->YUV10 4:2:0 | x | x | x | x |
utils RGBA10->YUV10 4:2:2 | 838.82µs | 1.04ms | 6.33ms | 1.83ms |
libyuv RGBA10->YUV10 4:2:2 | x | x | x | x |
utils RGBA10->YUV10 4:4:4 | 659.93 µs | 1.12ms | 5.22ms | 2.03ms |
time(NEON) | Time(AVX2 Win) | Time(AVX2) | Time(AVX-512) | |
---|---|---|---|---|
utils YUV10 4:2:0->RGB10 | 640.34µs | 662.38µs | 2.91ms | 1.23ms |
libyuv YUV10 4:2:0->RGB10 | x | x | x | x |
utils YUV10 4:2:0->RGBA10 | 814.86µs | 670.15µs | 3.92ms | 1.59ms |
utils YUV10 4:2:0->RGBA8 | 812.53µs | 492.63µs | 2.27ms | 900.10µs |
libyuv YUV10 4:2:0->RGBA8 | 1.7037ms | 6.8641ms | 2.10ms | 966.94µs |
utils YUV10 4:2:2->RGBA10 | 859.39µs | 787.41µs | 3.71ms | 1.61ms |
utils YUV10 4:2:2->RGBA8 | 878.54µs | 438.14µs | 2.28ms | 972.19µs |
libyuv YUV10 4:2:2->RGBA8 | 1.7056ms | 6.8374ms | 1.94ms | 991.23µs |
utils YUV10 4:4:4->RGBA10 | 931.28µs | 848.02µs | 3.82ms | 1.8639ms |
This project is licensed under either of
at your option.