KleidiCV
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functionality

Supported types of implemented functions

Note: functions listed here are not necessarily exposed to adapter API layer. See doc/opencv.md for details of the functionality available in OpenCV.

Arithmetic operations

s8 u8 s16 u16 s32 u32 s64 u64 f32 f64
Exp x
Saturating Add x x x x x x x x
Saturating Sub x x x x x x x x
Saturating Absdiff x x x x x
Saturating Multiply x x x x x
Threshold binary x
SaturatingAddAbsWithThreshold x
Scale x x
CompareEqual x
CompareGreater x
InRange x x

Logical operations

u8
Bitwise And x

Color conversions

u8
Gray-RGB x
Gray-RGBA x
RGB-BGR x
BGR-RGB x
RGBA-BGRA x
BGRA-RGBA x
YUV420 (planar & semi-planar) - BGR x
YUV420 (planar & semi-planar) - BGRA x
YUV420 (planar & semi-planar) - RGB x
YUV420 (planar & semi-planar) - RGBA x
YUV-BGR x
YUV-RGB x
YUV-BGRA x
YUV-RGBA x
RGB-YUV x
RGBA-YUV x
BGR-YUV x
BGRA-YUV x
RGB-YUV420 (planar & semi-planar) x
RGBA-YUV420 (planar & semi-planar) x
BGR-YUV420 (planar & semi-planar) x
BGRA-YUV420 (planar & semi-planar) x

Data type conversions

u8 s8 f32
To float32 x x
To uint8 x
To int8 x

Aggregate operations

s8 u8 s16 u16 s32 u32 s64 f32
Sum x
Minmax x x x x x x
Minmax loc x
Count non-zeros x

Matrix transformation functions

8-bit 16-bit 32-bit 64-bit
Merge x x x x
Split x x x x
Transpose x x x x
Rotate (90 degrees clockwise) x x x x

Image filters

s8 u8 s16 u16 s32 u32 f32
Erode x
Dilate x
Sobel (3x3) x
Separable Filter 2D (5x5) x x x
Gaussian Blur (3x3, 5x5, 7x7, 15x15, 21x21) x
Gaussian Blur any kernel size, Replicated Borders x
Median Blur (3x3, 5x5, 7x7) x x x x x x x
Median Blur (generic imp, max size 255x255) x

Resize to quarter

u8
0.5x0.5 x

Resize with linear interpolation

u8 f32
2x2 x x
4x4 x x
8x8 x

Remap

1ch u8 1ch u16 2ch u8 2ch u16 4ch u8 4ch u16
Remap int16 coordinates x x
Remap int16+uint16 fixed-point coordinates x x x x
Remap float32 coordinates - nearest interpolation x x x x
Remap float32 coordinates - linear interpolation x x x x

WarpPerspective

u8
Nearest neighbour x
Linear interpolation x