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Some colors don't match image properly #39

Closed
Bvngee opened this issue Dec 23, 2023 · 15 comments · Fixed by #49
Closed

Some colors don't match image properly #39

Bvngee opened this issue Dec 23, 2023 · 15 comments · Fixed by #49

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@Bvngee
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Bvngee commented Dec 23, 2023

Thank you very much for this project! I should clarify, this very much could be a non-issue or a material-color-utilities-rs problem and not a Matugen one; please let me know if so.

I was trying to use Matugen to create a GTK3/4 theme based on my wallpaper (the exact same thing that Gradience can do but I wanted to use Matugen to be able to theme many different things). After setting the wallpaper and rebuilding, I noticed the colors didn't match up at all. My apps were a bright blue color, while the wallpaper contains only a small amount of very muted blue/teal:
alena-aenami-budapest

After a while of debugging, I believe I've narrowed the issue down to either Matugen or material-color-utilities-rs. Here is what the official Material Theme Builder produces (very understandably):
20231222_22h01m22s_grim
Lastly, heres a comparison of the JSON output of Matugen (matugen image Downloads/alena-aenami-budapest.jpg --json hex | jq) vs material_color_utilities_python (using the exact same python script that Gradience uses) vs the theme builder, all on dark mode:
20231222_22h15m17s_grim
IMO, Matugen's output does not follow the image. However, it's interesting that some of the colors seem to match the other two outputs almost exactly (eg. "error").

I should also mention that I tried this with two other wallpapers as well; Matugen did better slightly better following the other two, but seemed to sway extra towards blue comparatively (this could probably use more testing).

Please let me know if you have any ideas what might be causing this, and if you think I should instead report it to material-color-utilities-rs!

@InioX
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InioX commented Dec 23, 2023

Hi, @BvngeeCord !

Thanks for the very detailed issue! I have also noticed this happening, but only when providing an image that is either black or white.

The issue should be with the material_color_utilities_rs::score::score function, especially these lines:
https://github.com/InioX/matugen/blob/fd262c1f8d328fab7db833040397b30c23a37100/material-color-utilities-rs/src/score.rs#L103-L109C6

I guess I'll try looking at the difference between the Rust, JavaScript, and Python implementations of this function. I wouldn't really rely on someone solving the issue in the original material-color-utilities-rs repo, as it has been inactive for a while.

InioX added a commit that referenced this issue Dec 23, 2023
Change the arguments for the `QuantizerCelebi::quantize` function, so that the score function can return an accurate color to the image.
@InioX
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InioX commented Dec 23, 2023

Could you try comparing the outputs again on the latest commit? I tried generating with the same image as you did and the source color changed to one that seems to match it.

Before:

After:

@Bvngee
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Bvngee commented Dec 25, 2023

Can confirm, the output looks much better! I will try applying my GTK theme in a moment. Thanks for the quick response.

@Bvngee Bvngee closed this as completed Dec 25, 2023
@linuxmobile
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I am using version 1.2.2 but it seems to have the same problem as this issue!

image

IMAGE: https://i.imgur.com/wgdLyPc.jpg

@InioX InioX reopened this Jan 27, 2024
@InioX
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InioX commented Jan 29, 2024

Hi, after trying with the same image on the dev branch i managed to get a more accurate result.

Image used: https://imgur.com/wgdLyPc

Before:

image

{
   "colors":{
      "amoled":{
         "error":"#ffb4ab",
         "error_container":"#93000a",
         "inverse_on_surface":"#2f3035",
         "inverse_primary":"#005ac1",
         "inverse_surface":"#e3e2e8",
         "on_error":"#690005",
         "on_error_container":"#ffb4ab",
         "on_primary":"#002e69",
         "on_primary_container":"#d8e2ff",
         "on_primary_fixed":"#001a41",
         "on_primary_fixed_variant":"#004494",
         "on_secondary":"#253048",
         "on_secondary_container":"#d8e2ff",
         "on_secondary_fixed":"#0f1b32",
         "on_secondary_fixed_variant":"#3b475f",
         "on_surface":"#e3e2e8",
         "on_surface_variant":"#c4c6d0",
         "on_tertiary":"#44244a",
         "on_tertiary_container":"#fed6ff",
         "on_tertiary_fixed":"#2d0e34",
         "on_tertiary_fixed_variant":"#5d3a62",
         "outline":"#8e9099",
         "outline_variant":"#44474f",
         "primary":"#adc6ff",
         "primary_container":"#004494",
         "primary_fixed":"#d8e2ff",
         "primary_fixed_dim":"#adc6ff",
         "scrim":"#000000",
         "secondary":"#bbc6e4",
         "secondary_container":"#3b475f",
         "secondary_fixed":"#d8e2ff",
         "secondary_fixed_dim":"#bbc6e4",
         "shadow":"#000000",
         "source_color":"#4285f4",
         "surface":"#000000",
         "surface_bright":"#faf9ff",
         "surface_container":"#eeedf3",
         "surface_container_high":"#e8e7ed",
         "surface_container_highest":"#e3e2e8",
         "surface_container_low":"#f4f3f9",
         "surface_container_lowest":"#ffffff",
         "surface_dim":"#dad9df",
         "tertiary":"#e5b8e8",
         "tertiary_container":"#5d3a62",
         "tertiary_fixed":"#fed6ff",
         "tertiary_fixed_dim":"#e5b8e8"
      },
      "dark":{
         "error":"#ffb4ab",
         "error_container":"#93000a",
         "inverse_on_surface":"#2f3035",
         "inverse_primary":"#005ac1",
         "inverse_surface":"#e3e2e8",
         "on_error":"#690005",
         "on_error_container":"#ffb4ab",
         "on_primary":"#002e69",
         "on_primary_container":"#d8e2ff",
         "on_primary_fixed":"#001a41",
         "on_primary_fixed_variant":"#004494",
         "on_secondary":"#253048",
         "on_secondary_container":"#d8e2ff",
         "on_secondary_fixed":"#0f1b32",
         "on_secondary_fixed_variant":"#3b475f",
         "on_surface":"#e3e2e8",
         "on_surface_variant":"#c4c6d0",
         "on_tertiary":"#44244a",
         "on_tertiary_container":"#fed6ff",
         "on_tertiary_fixed":"#2d0e34",
         "on_tertiary_fixed_variant":"#5d3a62",
         "outline":"#8e9099",
         "outline_variant":"#44474f",
         "primary":"#adc6ff",
         "primary_container":"#004494",
         "primary_fixed":"#d8e2ff",
         "primary_fixed_dim":"#adc6ff",
         "scrim":"#000000",
         "secondary":"#bbc6e4",
         "secondary_container":"#3b475f",
         "secondary_fixed":"#d8e2ff",
         "secondary_fixed_dim":"#bbc6e4",
         "shadow":"#000000",
         "source_color":"#4285f4",
         "surface":"#121317",
         "surface_bright":"#38393e",
         "surface_container":"#1e1f24",
         "surface_container_high":"#292a2e",
         "surface_container_highest":"#333539",
         "surface_container_low":"#1a1b20",
         "surface_container_lowest":"#0d0e12",
         "surface_dim":"#121317",
         "tertiary":"#e5b8e8",
         "tertiary_container":"#5d3a62",
         "tertiary_fixed":"#fed6ff",
         "tertiary_fixed_dim":"#e5b8e8"
      },
      "light":{
         "error":"#ba1a1a",
         "error_container":"#ffdad6",
         "inverse_on_surface":"#f1f0f6",
         "inverse_primary":"#adc6ff",
         "inverse_surface":"#2f3035",
         "on_error":"#ffffff",
         "on_error_container":"#410002",
         "on_primary":"#ffffff",
         "on_primary_container":"#001a41",
         "on_primary_fixed":"#001a41",
         "on_primary_fixed_variant":"#004494",
         "on_secondary":"#ffffff",
         "on_secondary_container":"#0f1b32",
         "on_secondary_fixed":"#0f1b32",
         "on_secondary_fixed_variant":"#3b475f",
         "on_surface":"#1a1b20",
         "on_surface_variant":"#44474f",
         "on_tertiary":"#ffffff",
         "on_tertiary_container":"#2d0e34",
         "on_tertiary_fixed":"#2d0e34",
         "on_tertiary_fixed_variant":"#5d3a62",
         "outline":"#74777f",
         "outline_variant":"#c4c6d0",
         "primary":"#005ac1",
         "primary_container":"#d8e2ff",
         "primary_fixed":"#d8e2ff",
         "primary_fixed_dim":"#adc6ff",
         "scrim":"#000000",
         "secondary":"#535e78",
         "secondary_container":"#d8e2ff",
         "secondary_fixed":"#d8e2ff",
         "secondary_fixed_dim":"#bbc6e4",
         "shadow":"#000000",
         "source_color":"#4285f4",
         "surface":"#faf9ff",
         "surface_bright":"#faf9ff",
         "surface_container":"#eeedf3",
         "surface_container_high":"#e8e7ed",
         "surface_container_highest":"#e3e2e8",
         "surface_container_low":"#f4f3f9",
         "surface_container_lowest":"#ffffff",
         "surface_dim":"#dad9df",
         "tertiary":"#76517b",
         "tertiary_container":"#fed6ff",
         "tertiary_fixed":"#fed6ff",
         "tertiary_fixed_dim":"#e5b8e8"
      }
   },
   "colors_android":{
      "amoled":{
         "accent_surface":"#edf0ff",
         "color_accent_primary":"#d8e2ff",
         "color_accent_primary_variant":"#80aaff",
         "color_accent_secondary":"#d8e2ff",
         "color_accent_secondary_variant":"#a0abc8",
         "color_accent_tertiary":"#fed6ff",
         "color_accent_tertiary_variant":"#c89dcb",
         "color_background":"#000000",
         "color_background_floating":"#000000",
         "color_surface":"#0f1115",
         "color_surface_highlight":"#1a1b20",
         "color_surface_variant":"#24262a",
         "off_state":"#2f3035",
         "scrim_android":"#c6c6cc",
         "source_color":"#4285f4",
         "surface_header":"#1a1b20",
         "text_color_primary":"#f1f0f6",
         "text_color_primary_inverse":"#1a1b20",
         "text_color_secondary":"#c4c6d0",
         "text_color_secondary_inverse":"#45464b",
         "text_color_tertiary":"#8e9099",
         "text_color_tertiary_inverse":"#76777c",
         "text_primary_on_accent":"#1a1b20",
         "text_secondary_on_accent":"#44474f",
         "under_surface":"#000000",
         "volume_background":"#000000"
      },
      "dark":{
         "accent_surface":"#edf0ff",
         "color_accent_primary":"#d8e2ff",
         "color_accent_primary_variant":"#80aaff",
         "color_accent_secondary":"#d8e2ff",
         "color_accent_secondary_variant":"#a0abc8",
         "color_accent_tertiary":"#fed6ff",
         "color_accent_tertiary_variant":"#c89dcb",
         "color_background":"#1a1b20",
         "color_background_floating":"#1a1b20",
         "color_surface":"#2f3035",
         "color_surface_highlight":"#515257",
         "color_surface_variant":"#45464b",
         "off_state":"#2f3035",
         "scrim_android":"#c6c6cc",
         "source_color":"#4285f4",
         "surface_header":"#45464b",
         "text_color_primary":"#f1f0f6",
         "text_color_primary_inverse":"#1a1b20",
         "text_color_secondary":"#c4c6d0",
         "text_color_secondary_inverse":"#45464b",
         "text_color_tertiary":"#8e9099",
         "text_color_tertiary_inverse":"#76777c",
         "text_primary_on_accent":"#1a1b20",
         "text_secondary_on_accent":"#44474f",
         "under_surface":"#000000",
         "volume_background":"#3a3b40"
      },
      "light":{
         "accent_surface":"#edf0ff",
         "color_accent_primary":"#d8e2ff",
         "color_accent_primary_variant":"#005ac1",
         "color_accent_secondary":"#d8e2ff",
         "color_accent_secondary_variant":"#535e78",
         "color_accent_tertiary":"#fed6ff",
         "color_accent_tertiary_variant":"#76517b",
         "color_background":"#f1f0f6",
         "color_background_floating":"#faf9ff",
         "color_surface":"#faf9ff",
         "color_surface_highlight":"#ffffff",
         "color_surface_variant":"#e3e2e8",
         "off_state":"#2f3035",
         "scrim_android":"#c6c6cc",
         "source_color":"#4285f4",
         "surface_header":"#e3e2e8",
         "text_color_primary":"#1a1b20",
         "text_color_primary_inverse":"#f1f0f6",
         "text_color_secondary":"#44474f",
         "text_color_secondary_inverse":"#c6c6cc",
         "text_color_tertiary":"#74777f",
         "text_color_tertiary_inverse":"#909096",
         "text_primary_on_accent":"#1a1b20",
         "text_secondary_on_accent":"#44474f",
         "under_surface":"#000000",
         "volume_background":"#3a3b40"
      }
   }
}

After:

image

{
   "colors":{
      "dark":{
         "background":"#111318",
         "error":"#ffb4ab",
         "error_container":"#93000a",
         "inverse_on_surface":"#2f3036",
         "inverse_primary":"#445e91",
         "inverse_surface":"#e2e2e9",
         "on_background":"#e2e2e9",
         "on_error":"#690005",
         "on_error_container":"#ffdad6",
         "on_primary":"#102f60",
         "on_primary_container":"#d8e2ff",
         "on_primary_fixed":"#001a41",
         "on_primary_fixed_variant":"#2b4678",
         "on_secondary":"#293041",
         "on_secondary_container":"#dbe2f9",
         "on_secondary_fixed":"#141b2c",
         "on_secondary_fixed_variant":"#3f4759",
         "on_surface":"#e2e2e9",
         "on_surface_variant":"#c4c6d0",
         "on_tertiary":"#402843",
         "on_tertiary_container":"#fbd7fc",
         "on_tertiary_fixed":"#29132d",
         "on_tertiary_fixed_variant":"#583e5b",
         "outline":"#8e9099",
         "outline_variant":"#44474f",
         "primary":"#adc6ff",
         "primary_container":"#2b4678",
         "primary_fixed":"#d8e2ff",
         "primary_fixed_dim":"#adc6ff",
         "scrim":"#000000",
         "secondary":"#bfc6dc",
         "secondary_container":"#bfc6dc",
         "secondary_fixed":"#dbe2f9",
         "secondary_fixed_dim":"#bfc6dc",
         "shadow":"#000000",
         "surface":"#111318",
         "surface_bright":"#37393e",
         "surface_container":"#1e1f25",
         "surface_container_high":"#282a2f",
         "surface_container_highest":"#33353a",
         "surface_container_low":"#1a1b20",
         "surface_container_lowest":"#0c0e13",
         "surface_dim":"#111318",
         "surface_variant":"#44474f",
         "tertiary":"#debcdf",
         "tertiary_container":"#583e5b",
         "tertiary_fixed":"#fbd7fc",
         "tertiary_fixed_dim":"#debcdf"
      },
      "light":{
         "background":"#f9f9ff",
         "error":"#ba1a1a",
         "error_container":"#ffdad6",
         "inverse_on_surface":"#f0f0f7",
         "inverse_primary":"#adc6ff",
         "inverse_surface":"#2f3036",
         "on_background":"#1a1b20",
         "on_error":"#ffffff",
         "on_error_container":"#410002",
         "on_primary":"#ffffff",
         "on_primary_container":"#001a41",
         "on_primary_fixed":"#001a41",
         "on_primary_fixed_variant":"#2b4678",
         "on_secondary":"#ffffff",
         "on_secondary_container":"#141b2c",
         "on_secondary_fixed":"#141b2c",
         "on_secondary_fixed_variant":"#3f4759",
         "on_surface":"#1a1b20",
         "on_surface_variant":"#44474f",
         "on_tertiary":"#ffffff",
         "on_tertiary_container":"#29132d",
         "on_tertiary_fixed":"#29132d",
         "on_tertiary_fixed_variant":"#583e5b",
         "outline":"#74777f",
         "outline_variant":"#c4c6d0",
         "primary":"#445e91",
         "primary_container":"#d8e2ff",
         "primary_fixed":"#d8e2ff",
         "primary_fixed_dim":"#adc6ff",
         "scrim":"#000000",
         "secondary":"#575e71",
         "secondary_container":"#575e71",
         "secondary_fixed":"#dbe2f9",
         "secondary_fixed_dim":"#bfc6dc",
         "shadow":"#000000",
         "source_color":"#4285f4",
         "surface":"#f9f9ff",
         "surface_bright":"#f9f9ff",
         "surface_container":"#ededf4",
         "surface_container_high":"#e8e7ee",
         "surface_container_highest":"#e2e2e9",
         "surface_container_low":"#f3f3fa",
         "surface_container_lowest":"#ffffff",
         "surface_dim":"#d9d9e0",
         "surface_variant":"#e1e2ec",
         "tertiary":"#715573",
         "tertiary_container":"#fbd7fc",
         "tertiary_fixed":"#fbd7fc",
         "tertiary_fixed_dim":"#debcdf"
      }
   }
}

@linuxmobile
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linuxmobile commented Jan 29, 2024

Hi, after trying with the same image on the dev branch i managed to get a more accurate result.

I already check the dev branch and color matching is better. But I don't want to jump from branch to branch to get the color right! Which version or branch should I really use? Sorry if my language seems a bit demanding, it really isn't!

{
   "colors":{
      "dark":{
         "background":"#191114",
         "error":"#ffb4ab",
         "error_container":"#93000a",
         "inverse_on_surface":"#372e31",
         "inverse_primary":"#894a68",
         "inverse_surface":"#eedfe3",
         "on_background":"#eedfe3",
         "on_error":"#690005",
         "on_error_container":"#ffdad6",
         "on_primary":"#531d38",
         "on_primary_container":"#ffd8e6",
         "on_primary_fixed":"#390723",
         "on_primary_fixed_variant":"#6e334f",
         "on_secondary":"#412a33",
         "on_secondary_container":"#fed9e6",
         "on_secondary_fixed":"#2a151e",
         "on_secondary_fixed_variant":"#593f4a",
         "on_surface":"#eedfe3",
         "on_surface_variant":"#d4c2c7",
         "on_tertiary":"#49280f",
         "on_tertiary_container":"#ffdcc6",
         "on_tertiary_fixed":"#301401",
         "on_tertiary_fixed_variant":"#633e23",
         "outline":"#9d8c92",
         "outline_variant":"#504348",
         "primary":"#feb0d1",
         "primary_container":"#6e334f",
         "primary_fixed":"#ffd8e6",
         "primary_fixed_dim":"#feb0d1",
         "scrim":"#000000",
         "secondary":"#e1bdca",
         "secondary_container":"#e1bdca",
         "secondary_fixed":"#fed9e6",
         "secondary_fixed_dim":"#e1bdca",
         "shadow":"#000000",
         "surface":"#191114",
         "surface_bright":"#40373a",
         "surface_container":"#251d20",
         "surface_container_high":"#30282b",
         "surface_container_highest":"#3b3235",
         "surface_container_low":"#21191c",
         "surface_container_lowest":"#130c0f",
         "surface_dim":"#191114",
         "surface_variant":"#504348",
         "tertiary":"#f2bb98",
         "tertiary_container":"#633e23",
         "tertiary_fixed":"#ffdcc6",
         "tertiary_fixed_dim":"#f2bb98"
      },
      "light":{
         "background":"#fff8f8",
         "error":"#ba1a1a",
         "error_container":"#ffdad6",
         "inverse_on_surface":"#fdedf1",
         "inverse_primary":"#feb0d1",
         "inverse_surface":"#372e31",
         "on_background":"#21191c",
         "on_error":"#ffffff",
         "on_error_container":"#410002",
         "on_primary":"#ffffff",
         "on_primary_container":"#390723",
         "on_primary_fixed":"#390723",
         "on_primary_fixed_variant":"#6e334f",
         "on_secondary":"#ffffff",
         "on_secondary_container":"#2a151e",
         "on_secondary_fixed":"#2a151e",
         "on_secondary_fixed_variant":"#593f4a",
         "on_surface":"#21191c",
         "on_surface_variant":"#504348",
         "on_tertiary":"#ffffff",
         "on_tertiary_container":"#301401",
         "on_tertiary_fixed":"#301401",
         "on_tertiary_fixed_variant":"#633e23",
         "outline":"#827378",
         "outline_variant":"#d4c2c7",
         "primary":"#894a68",
         "primary_container":"#ffd8e6",
         "primary_fixed":"#ffd8e6",
         "primary_fixed_dim":"#feb0d1",
         "scrim":"#000000",
         "secondary":"#735762",
         "secondary_container":"#735762",
         "secondary_fixed":"#fed9e6",
         "secondary_fixed_dim":"#e1bdca",
         "shadow":"#000000",
         "source_color":"#1e1217",
         "surface":"#fff8f8",
         "surface_bright":"#fff8f8",
         "surface_container":"#faeaee",
         "surface_container_high":"#f4e4e8",
         "surface_container_highest":"#eedfe3",
         "surface_container_low":"#fff0f3",
         "surface_container_lowest":"#ffffff",
         "surface_dim":"#e5d6da",
         "surface_variant":"#f1dee3",
         "tertiary":"#7e5538",
         "tertiary_container":"#ffdcc6",
         "tertiary_fixed":"#ffdcc6",
         "tertiary_fixed_dim":"#f2bb98"
      }
   }
}

@InioX
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InioX commented Jan 30, 2024

Hi, @linuxmobile !

I haven't pushed to main branch yet because of Aiving/material-colors#4

@InioX
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InioX commented Feb 1, 2024

The issue is resolved now so I will make a new release.

@linuxmobile
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linuxmobile commented Feb 1, 2024

The issue is resolved now so I will make a new release.

Ulala! I will try right now!

image

Yes, much better. Although with each run it returns different colors. But that doesn't change much for me! Thank you <3

@PoSayDone
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Contributor

PoSayDone commented Feb 1, 2024

for me, the colors don't match in many pictures after the update(
(Also --show-colors order is random for some reason)

Example one material theme builder:

image

matugen:

image

source:
https://i.imgur.com/AoaBp86.jpeg

Example two material theme builder:

image

matugen:

image

soruce:
https://i.imgur.com/u7OjTQz.jpeg

UPD:
I've checked colors using simple example, and that is the new library issue:

Code
use material_colors::hex_from_argb;
use material_colors::source_color_from_image;
use material_colors::theme_from_source_color;

use image::io::Reader as ImageReader;
use material_colors::Argb;

use serde::{Serialize, Deserialize};
use serde_json;


#[derive(Serialize, Deserialize)]
struct Colors {
    primary: String,
    on_primary: String,
    background: String,
    on_background: String,
    primary_container: String,
}

fn main() {
    let args: Vec<String> = std::env::args().collect();
    if args.len() < 2 {
        println!("Please provide the path to the image as a command line argument.");
    }

    let path = &args[1];

    let data = ImageReader::open(path)
        .expect("failed to open image")
        .with_guessed_format()
        .expect("failed to guess format")
        .decode()
        .expect("failed to decode image")
        .into_rgba8();

    let pixels: Vec<Argb> = data.pixels().fold(vec![], |mut pixels, pixel| {
        pixels.push([pixel[3], pixel[0], pixel[1], pixel[2]]);
        pixels
   });

    let theme = theme_from_source_color(source_color_from_image(&pixels), Default::default()).schemes.dark;

    let colors = Colors {
        primary:      format!("#{}", hex_from_argb(theme.primary)),
        on_primary:    format!("#{}", hex_from_argb(theme.on_background)),
        background:   format!("#{}", hex_from_argb(theme.background)),
        on_background: format!("#{}", hex_from_argb(theme.on_background)),
        primary_container: format!("#{}", hex_from_argb(theme.primary_container)),
    };

    let json_string = serde_json::to_string(&colors).unwrap();
    println!("{}", json_string);
}

result for example two using this code:
image

@PoSayDone
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PoSayDone commented Feb 1, 2024

Opened an issue:
Aiving/material-colors#5

UPD:
the problem is that matugen is not resizing image before processing, resizing image to 128x128 gives accurate colors

@InioX
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InioX commented Feb 2, 2024

for me, the colors don't match in many pictures after the update( (Also --show-colors order is random for some reason)
Example one
material theme builder:
Example two
material theme builder:

UPD: I've checked colors using simple example, and that is the new library issue:
Code

result for example two using this code: image

The --show-color order is random because it is using a HashMap now. I can try to fix it somehow.

@PoSayDone
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There's also another issue with mismatched colors on Aiving/material-colors#5, but it's fixed in git so waiting for changes show up in cargo.

@InioX InioX reopened this Feb 2, 2024
@InioX
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InioX commented Feb 2, 2024

Now that the issue in material-colors has been resolved and a new release has been made, I will bump the version and try.

@InioX
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InioX commented Feb 2, 2024

Also --show-colors color order is fixed now.

@InioX InioX closed this as completed Feb 5, 2024
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4 participants