Color conversion

Conversions between color spaces, on float image tensors of shape \((*, C, H, W)\) with values in \([0, 1]\). Every conversion exists as a function and as an nn.Module; each page below documents one color scheme.

• grayscale
• rgb
• bgr
• rgba
• linear rgb
• hls
• hsv
• lab
• luv
• xyz
• ycbcr
• yuv
• bayer raw

All functions

rgb_to_grayscale	Convert a RGB image to grayscale version of image.
bgr_to_grayscale	Convert a BGR image to grayscale.
grayscale_to_rgb	Convert a grayscale image to RGB version of image.
rgb_to_bgr	Convert a RGB image to BGR.
bgr_to_rgb	Convert a BGR image to RGB.
rgb_to_rgb255	Convert an image from RGB to RGB [0, 255] for visualization purposes.
rgb255_to_rgb	Convert an image from RGB [0, 255] to RGB for visualization purposes.
rgb255_to_normals	Convert an image from RGB [0, 255] to surface normals for visualization purposes.
normals_to_rgb255	Convert surface normals to RGB [0, 255] for visualization purposes.
rgb_to_rgba	Convert an image from RGB to RGBA.
bgr_to_rgba	Convert an image from BGR to RGBA.
rgba_to_rgb	Convert an image from RGBA to RGB using alpha compositing.
rgba_to_bgr	Convert an image from RGBA to BGR.
rgb_to_linear_rgb	Convert an sRGB image to linear RGB.
linear_rgb_to_rgb	Convert a linear RGB image to sRGB.
rgb_to_hls	Convert an RGB image to HLS.
hls_to_rgb	Convert a HLS image to RGB.
rgb_to_hsv	Convert an image from RGB to HSV.
hsv_to_rgb	Convert an image from HSV to RGB.
rgb_to_lab	Convert a RGB image to Lab.
lab_to_rgb	Convert a Lab image to RGB.
rgb_to_luv	Convert a RGB image to Luv.
luv_to_rgb	Convert a Luv image to RGB.
rgb_to_xyz	Convert a RGB image to XYZ.
xyz_to_rgb	Convert a XYZ image to RGB.
rgb_to_ycbcr	Convert an RGB image to YCbCr.
ycbcr_to_rgb	Convert an YCbCr image to RGB.
rgb_to_yuv	Convert an RGB image to YUV.
yuv_to_rgb	Convert an YUV image to RGB.
rgb_to_yuv420	Convert an RGB image to YUV 420 (subsampled).
yuv420_to_rgb	Convert an YUV420 image to RGB.
rgb_to_yuv422	Convert an RGB image to YUV 422 (subsampled).
yuv422_to_rgb	Convert an YUV422 image to RGB.
rgb_to_raw	Convert a RGB image to RAW version of image with the specified color filter array.
raw_to_rgb	Convert a raw bayer image to RGB version of image.
raw_to_rgb_2x2_downscaled	Convert the raw bayer image to RGB version of it and resize width and height by half.