diff --git a/Cargo.lock b/Cargo.lock
index c995139e..7ecdf8dc 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1071,9 +1071,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.4.18"
+version = "4.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e578d6ec4194633722ccf9544794b71b1385c3c027efe0c55db226fc880865c"
+checksum = "949626d00e063efc93b6dca932419ceb5432f99769911c0b995f7e884c778813"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -1081,9 +1081,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.4.18"
+version = "4.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4df4df40ec50c46000231c914968278b1eb05098cf8f1b3a518a95030e71d1c7"
+checksum = "ae129e2e766ae0ec03484e609954119f123cc1fe650337e155d03b022f24f7b4"
 dependencies = [
  "anstream",
  "anstyle",
@@ -1093,11 +1093,11 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.4.7"
+version = "4.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf9804afaaf59a91e75b022a30fb7229a7901f60c755489cc61c9b423b836442"
+checksum = "90239a040c80f5e14809ca132ddc4176ab33d5e17e49691793296e3fcb34d72f"
 dependencies = [
- "heck",
+ "heck 0.5.0",
  "proc-macro2",
  "quote",
  "syn 2.0.48",
@@ -1105,9 +1105,9 @@ dependencies = [
 
 [[package]]
 name = "clap_lex"
-version = "0.6.0"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "702fc72eb24e5a1e48ce58027a675bc24edd52096d5397d4aea7c6dd9eca0bd1"
+checksum = "98cc8fbded0c607b7ba9dd60cd98df59af97e84d24e49c8557331cfc26d301ce"
 
 [[package]]
 name = "clean-path"
@@ -1257,6 +1257,7 @@ dependencies = [
  "encode_unicode",
  "lazy_static",
  "libc",
+ "unicode-width",
  "windows-sys 0.52.0",
 ]
 
@@ -2652,6 +2653,12 @@ version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
 
+[[package]]
+name = "heck"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
+
 [[package]]
 name = "hermit-abi"
 version = "0.3.4"
@@ -2840,6 +2847,20 @@ dependencies = [
  "hashbrown",
 ]
 
+[[package]]
+name = "indicatif"
+version = "0.17.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "763a5a8f45087d6bcea4222e7b72c291a054edf80e4ef6efd2a4979878c7bea3"
+dependencies = [
+ "console",
+ "instant",
+ "number_prefix",
+ "portable-atomic",
+ "rayon",
+ "unicode-width",
+]
+
 [[package]]
 name = "infer"
 version = "0.15.0"
@@ -3010,15 +3031,19 @@ version = "0.1.2"
 dependencies = [
  "anyhow",
  "candle-core",
+ "clap",
  "criterion",
  "fast_image_resize",
  "image 0.25.0",
+ "indicatif",
  "memmap2 0.9.4",
  "ndarray",
  "num-traits",
+ "rayon",
  "rerun",
  "tempfile",
  "turbojpeg",
+ "walkdir",
 ]
 
 [[package]]
@@ -3616,6 +3641,12 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "number_prefix"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3"
+
 [[package]]
 name = "objc"
 version = "0.2.7"
@@ -3994,6 +4025,12 @@ version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "22686f4785f02a4fcc856d3b3bb19bf6c8160d103f7a99cc258bddd0251dc7f2"
 
+[[package]]
+name = "portable-atomic"
+version = "1.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7170ef9988bc169ba16dd36a7fa041e5c4cbeb6a35b76d4c03daded371eae7c0"
+
 [[package]]
 name = "powerfmt"
 version = "0.2.0"
@@ -4313,9 +4350,9 @@ checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
 
 [[package]]
 name = "rayon"
-version = "1.8.1"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa7237101a77a10773db45d62004a272517633fbcc3df19d96455ede1122e051"
+checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa"
 dependencies = [
  "either",
  "rayon-core",
@@ -5955,9 +5992,9 @@ checksum = "9e08d8363704e6c71fc928674353e6b7c23dcea9d82d7012c8faf2a3a025f8d0"
 
 [[package]]
 name = "strsim"
-version = "0.10.0"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623"
+checksum = "5ee073c9e4cd00e28217186dbe12796d692868f432bf2e97ee73bed0c56dfa01"
 
 [[package]]
 name = "strum"
@@ -5974,7 +6011,7 @@ version = "0.25.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "23dc1fa9ac9c169a78ba62f0b841814b7abae11bdd047b9c58f893439e309ea0"
 dependencies = [
- "heck",
+ "heck 0.4.1",
  "proc-macro2",
  "quote",
  "rustversion",
@@ -6042,7 +6079,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2a2d580ff6a20c55dfb86be5f9c238f67835d0e81cbdea8bf5680e0897320331"
 dependencies = [
  "cfg-expr",
- "heck",
+ "heck 0.4.1",
  "pkg-config",
  "toml 0.8.10",
  "version-compare",
@@ -6560,9 +6597,9 @@ checksum = "f3c4517f54858c779bbcbf228f4fca63d121bf85fbecb2dc578cdf4a39395690"
 
 [[package]]
 name = "walkdir"
-version = "2.4.0"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71d857dc86794ca4c280d616f7da00d2dbfd8cd788846559a6813e6aa4b54ee"
+checksum = "29790946404f91d9c5d06f9874efddea1dc06c5efe94541a7d6863108e3a5e4b"
 dependencies = [
  "same-file",
  "winapi-util",
diff --git a/Cargo.toml b/Cargo.toml
index 325e9b4a..195a37f2 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,9 +21,13 @@ fast_image_resize = "3.0.4"
 candle-core = { version = "0.3.2", optional = true }
 
 [dev-dependencies]
+clap = { version = "4.5.3", features = ["derive"] }
+criterion = { version = "0.5.1", features = ["html_reports"] }
+indicatif = { version = "0.17.8", features = ["rayon"] }
 tempfile = "3.9.0"
+rayon = "1.10.0"
 rerun = "0.14.1"
-criterion = { version = "0.5.1", features = ["html_reports"] }
+walkdir = "2.5.0"
 
 [features]
 candle = ["candle-core"]
diff --git a/examples/std_mean.rs b/examples/std_mean.rs
new file mode 100644
index 00000000..aee2fb35
--- /dev/null
+++ b/examples/std_mean.rs
@@ -0,0 +1,93 @@
+use std::path::PathBuf;
+
+use anyhow::Result;
+use clap::Parser;
+use indicatif::{ParallelProgressIterator, ProgressStyle};
+use rayon::iter::{IntoParallelRefIterator, ParallelIterator};
+
+use kornia_rs::io::functional as F;
+
+#[derive(Parser, Debug)]
+struct Args {
+    #[arg(short, long)]
+    images_dir: PathBuf,
+
+    #[arg(short, long, default_value = "8")]
+    num_threads: usize,
+}
+
+fn main() -> Result<()> {
+    let args = Args::parse();
+
+    rayon::ThreadPoolBuilder::new()
+        .num_threads(args.num_threads)
+        .build_global()
+        .expect("Failed to build thread pool");
+
+    // Walk through the images directory and collect the paths of the images
+    let images_paths: Vec<PathBuf> = walkdir::WalkDir::new(&args.images_dir)
+        .into_iter()
+        .filter_map(|entry| entry.ok())
+        .filter(|entry| {
+            entry.file_type().is_file()
+                && entry
+                    .path()
+                    .extension()
+                    .map(|ext| ext == "jpeg")
+                    .unwrap_or(false)
+        })
+        .map(|entry| entry.path().to_path_buf())
+        .collect();
+
+    if images_paths.is_empty() {
+        println!("No images found in the directory");
+        return Ok(());
+    }
+
+    println!(
+        "🚀 Found {} images. Starting to compute the std and mean !!!",
+        images_paths.len()
+    );
+
+    // Create a progress bar
+    let pb = indicatif::ProgressBar::new(images_paths.len() as u64);
+    pb.set_style(ProgressStyle::default_bar().template(
+        "{spinner:.green} [{elapsed_precise}] [{bar:40.cyan/blue}] {pos:>7}/{len:7} ({eta}) {msg} {per_sec} img/sec",
+    )?.progress_chars("##>-"));
+
+    // compute the std and mean of the images
+    let (total_std, total_mean) = images_paths
+        .par_iter()
+        .progress_with(pb)
+        .map(|image_path| {
+            // read the image
+            let image = F::read_image_jpeg(image_path).expect("Failed to read image");
+            // compute the std and mean
+            kornia_rs::core::std_mean(&image)
+        })
+        .reduce(
+            || (vec![0.0; 3], vec![0.0; 3]),
+            |(mut total_std, mut total_mean), (std, mean)| {
+                total_std
+                    .iter_mut()
+                    .zip(std.iter())
+                    .for_each(|(t, s)| *t += s);
+                total_mean
+                    .iter_mut()
+                    .zip(mean.iter())
+                    .for_each(|(t, m)| *t += m);
+
+                (total_std, total_mean)
+            },
+        );
+
+    // average the measurements
+    let n = images_paths.len() as f64;
+    let total_std = total_std.iter().map(|&s| s / n).collect::<Vec<_>>();
+    let total_mean = total_mean.iter().map(|&m| m / n).collect::<Vec<_>>();
+
+    println!("🔥Total std: {:?}", total_std);
+    println!("🔥Total mean: {:?}", total_mean);
+
+    Ok(())
+}
diff --git a/py-kornia/Cargo.lock b/py-kornia/Cargo.lock
index a086d85e..6b10a073 100644
--- a/py-kornia/Cargo.lock
+++ b/py-kornia/Cargo.lock
@@ -16,15 +16,9 @@ checksum = "4aa90d7ce82d4be67b64039a3d588d38dbcc6736577de4a847025ce5b0c468d1"
 
 [[package]]
 name = "anyhow"
-version = "1.0.80"
+version = "1.0.81"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ad32ce52e4161730f7098c077cd2ed6229b5804ccf99e5366be1ab72a98b4e1"
-
-[[package]]
-name = "arbitrary"
-version = "0.4.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "db55d72333851e17d572bec876e390cd3b11eb1ef53ae821dd9f3b653d2b4569"
+checksum = "0952808a6c2afd1aa8947271f3a60f1a6763c7b912d210184c5149b5cf147247"
 
 [[package]]
 name = "arbitrary"
@@ -40,7 +34,7 @@ checksum = "0ae92a5119aa49cdbcf6b9f893fe4e1d98b04ccbf82ee0584ad948a44a734dea"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.48",
+ "syn",
 ]
 
 [[package]]
@@ -48,9 +42,6 @@ name = "arrayvec"
 version = "0.7.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "96d30a06541fbafbc7f82ed10c06164cfbd2c401138f6addd8404629c4b16711"
-dependencies = [
- "serde",
-]
 
 [[package]]
 name = "autocfg"
@@ -69,7 +60,6 @@ dependencies = [
  "log",
  "nom",
  "num-rational",
- "serde",
  "v_frame",
 ]
 
@@ -94,27 +84,12 @@ version = "1.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
-[[package]]
-name = "bitstream-io"
-version = "1.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e445576659fd04a57b44cbd00aa37aaa815ebefa0aa3cb677a6b5e63d883074f"
-
 [[package]]
 name = "bitstream-io"
 version = "2.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06c9989a51171e2e81038ab168b6ae22886fe9ded214430dbb4f41c28cf176da"
 
-[[package]]
-name = "built"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b9c056b9ed43aee5e064b683aa1ec783e19c6acec7559e3ae931b7490472fbe"
-dependencies = [
- "cargo-lock",
-]
-
 [[package]]
 name = "built"
 version = "0.7.1"
@@ -123,15 +98,15 @@ checksum = "38d17f4d6e4dc36d1a02fbedc2753a096848e7c1b0772f7654eab8e2c927dd53"
 
 [[package]]
 name = "bumpalo"
-version = "3.14.0"
+version = "3.15.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f30e7476521f6f8af1a1c4c0b8cc94f0bee37d91763d0ca2665f299b6cd8aec"
+checksum = "7ff69b9dd49fd426c69a0db9fc04dd934cdb6645ff000864d98f7e2af8830eaa"
 
 [[package]]
 name = "bytemuck"
-version = "1.14.1"
+version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed2490600f404f2b94c167e31d3ed1d5f3c225a0f3b80230053b3e0b7b962bd9"
+checksum = "5d6d68c57235a3a081186990eca2867354726650f42f7516ca50c28d6281fd15"
 
 [[package]]
 name = "byteorder"
@@ -139,23 +114,11 @@ version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
-[[package]]
-name = "cargo-lock"
-version = "8.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "031718ddb8f78aa5def78a09e90defe30151d1f6c672f937af4dd916429ed996"
-dependencies = [
- "semver",
- "serde",
- "toml 0.5.11",
- "url",
-]
-
 [[package]]
 name = "cc"
-version = "1.0.83"
+version = "1.0.90"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1174fb0b6ec23863f8b971027804a42614e347eafb0a95bf0b12cdae21fc4d0"
+checksum = "8cd6604a82acf3039f1144f54b8eb34e91ffba622051189e71b781822d5ee1f5"
 dependencies = [
  "jobserver",
  "libc",
@@ -194,9 +157,9 @@ checksum = "3d7b894f5411737b7867f4827955924d7c254fc9f4d91a6aad6b097804b1018b"
 
 [[package]]
 name = "crc32fast"
-version = "1.3.2"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b540bd8bc810d3885c6ea91e2018302f68baba2129ab3e88f32389ee9370880d"
+checksum = "b3855a8a784b474f333699ef2bbca9db2c4a1f6d9088a90a2d25b1eb53111eaa"
 dependencies = [
  "cfg-if",
 ]
@@ -234,9 +197,9 @@ checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
 
 [[package]]
 name = "either"
-version = "1.9.0"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a26ae43d7bcc3b814de94796a5e736d4029efb0ee900c12e2d54c993ad1a1e07"
+checksum = "11157ac094ffbdde99aa67b23417ebdd801842852b500e395a45a9c0aac03e4a"
 
 [[package]]
 name = "equivalent"
@@ -246,9 +209,9 @@ checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
 [[package]]
 name = "exr"
-version = "1.6.4"
+version = "1.72.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "279d3efcc55e19917fff7ab3ddd6c14afb6a90881a0078465196fe2f99d08c56"
+checksum = "887d93f60543e9a9362ef8a21beedd0a833c5d9610e18c67abe15a5963dcb1a4"
 dependencies = [
  "bit_field",
  "flume",
@@ -292,38 +255,13 @@ dependencies = [
 
 [[package]]
 name = "flume"
-version = "0.10.14"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1657b4441c3403d9f7b3409e47575237dac27b1b5726df654a6ecbf92f0f7577"
+checksum = "55ac459de2512911e4b674ce33cf20befaba382d05b62b008afc1c8b57cbf181"
 dependencies = [
- "futures-core",
- "futures-sink",
- "nanorand",
- "pin-project",
  "spin",
 ]
 
-[[package]]
-name = "form_urlencoded"
-version = "1.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13624c2627564efccf4934284bdd98cbaa14e79b0b5a141218e507b3a823456"
-dependencies = [
- "percent-encoding",
-]
-
-[[package]]
-name = "futures-core"
-version = "0.3.30"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfc6580bb841c5a68e9ef15c77ccc837b40a7504914d52e47b8b0e9bbda25a1d"
-
-[[package]]
-name = "futures-sink"
-version = "0.3.30"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fb8e00e87438d937621c1c6269e53f536c14d3fbd6a042bb24879e57d474fb5"
-
 [[package]]
 name = "getrandom"
 version = "0.2.12"
@@ -331,10 +269,8 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "190092ea657667030ac6a35e305e62fc4dd69fd98ac98631e5d3a2b1575a12b5"
 dependencies = [
  "cfg-if",
- "js-sys",
  "libc",
  "wasi",
- "wasm-bindgen",
 ]
 
 [[package]]
@@ -349,9 +285,9 @@ dependencies = [
 
 [[package]]
 name = "half"
-version = "2.3.1"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc52e53916c08643f1b56ec082790d1e86a32e58dc5268f897f313fbae7b4872"
+checksum = "b5eceaaeec696539ddaf7b333340f1af35a5aa87ae3e4f3ead0532f72affab2e"
 dependencies = [
  "cfg-if",
  "crunchy",
@@ -370,14 +306,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
 
 [[package]]
-name = "idna"
+name = "heck"
 version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "634d9b1461af396cad843f47fdba5597a4f9e6ddd4bfb6ff5d85028c25cb12f6"
-dependencies = [
- "unicode-bidi",
- "unicode-normalization",
-]
+checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
 [[package]]
 name = "image"
@@ -404,9 +336,9 @@ dependencies = [
 
 [[package]]
 name = "image-webp"
-version = "0.1.0"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba6107a25f04af48ceeb4093eebc9b405ee5a1813a0bab5ecf1805d3eabb3337"
+checksum = "7a84a25dcae3ac487bc24ef280f9e20c79c9b1a3e5e32cbed3041d1c514aa87c"
 dependencies = [
  "byteorder",
  "thiserror",
@@ -420,9 +352,9 @@ checksum = "44feda355f4159a7c757171a77de25daf6411e217b4cabd03bd6650690468126"
 
 [[package]]
 name = "indexmap"
-version = "2.2.5"
+version = "2.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b0b929d511467233429c45a44ac1dcaa21ba0f5ba11e4879e6ed28ddb4f9df4"
+checksum = "168fb715dda47215e360912c096649d23d58bf392ac62f73919e831745e40f26"
 dependencies = [
  "equivalent",
  "hashbrown",
@@ -430,9 +362,9 @@ dependencies = [
 
 [[package]]
 name = "indoc"
-version = "2.0.4"
+version = "2.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e186cfbae8084e513daff4240b4797e342f988cecda4fb6c939150f96315fd8"
+checksum = "b248f5224d1d606005e02c97f5aa4e88eeb230488bcc03bc9ca4d7991399f2b5"
 
 [[package]]
 name = "interpolate_name"
@@ -442,16 +374,7 @@ checksum = "c34819042dc3d3971c46c2190835914dfbe0c3c13f61449b2997f4e9722dfa60"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.48",
-]
-
-[[package]]
-name = "itertools"
-version = "0.10.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
-dependencies = [
- "either",
+ "syn",
 ]
 
 [[package]]
@@ -478,18 +401,9 @@ version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f5d4a7da358eff58addd2877a45865158f0d78c911d43a5784ceb7bbf52833b0"
 
-[[package]]
-name = "js-sys"
-version = "0.3.67"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a1d36f1235bc969acba30b7f5990b864423a6068a10f7c90ae8f0112e3a59d1"
-dependencies = [
- "wasm-bindgen",
-]
-
 [[package]]
 name = "kornia-py"
-version = "0.1.1"
+version = "0.1.2"
 dependencies = [
  "anyhow",
  "kornia-rs",
@@ -499,7 +413,7 @@ dependencies = [
 
 [[package]]
 name = "kornia-rs"
-version = "0.1.1"
+version = "0.1.2"
 dependencies = [
  "anyhow",
  "fast_image_resize",
@@ -518,19 +432,9 @@ checksum = "03087c2bad5e1034e8cace5926dec053fb3790248370865f5117a7d0213354c8"
 
 [[package]]
 name = "libc"
-version = "0.2.152"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13e3bf6590cbc649f4d1a3eefc9d5d6eb746f5200ffb04e5e142700b8faa56e7"
-
-[[package]]
-name = "libfuzzer-sys"
-version = "0.3.5"
+version = "0.2.153"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fcf184a4b6b274f82a5df6b357da6055d3e82272327bba281c28bbba6f1664ef"
-dependencies = [
- "arbitrary 0.4.7",
- "cc",
-]
+checksum = "9c198f91728a82281a64e1f4f9eeb25d82cb32a5de251c6bd1b5154d63a8e7bd"
 
 [[package]]
 name = "libfuzzer-sys"
@@ -538,7 +442,7 @@ version = "0.4.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a96cfd5557eb82f2b83fed4955246c988d331975a002961b07c81584d107e7f7"
 dependencies = [
- "arbitrary 1.3.2",
+ "arbitrary",
  "cc",
  "once_cell",
 ]
@@ -555,9 +459,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.20"
+version = "0.4.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f"
+checksum = "90ed8c1e510134f979dbc4f070f87d4313098b704861a105fe34231c70a3901c"
 
 [[package]]
 name = "loop9"
@@ -620,23 +524,14 @@ checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
 [[package]]
 name = "miniz_oxide"
-version = "0.7.1"
+version = "0.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7810e0be55b428ada41041c41f32c9f1a42817901b4ccf45fa3d4b6561e74c7"
+checksum = "9d811f3e15f28568be3407c8e7fdb6514c1cda3cb30683f15b6a1a1dc4ea14a7"
 dependencies = [
  "adler",
  "simd-adler32",
 ]
 
-[[package]]
-name = "nanorand"
-version = "0.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a51313c5820b0b02bd422f4b44776fbf47961755c74ce64afc73bfad10226c3"
-dependencies = [
- "getrandom",
-]
-
 [[package]]
 name = "ndarray"
 version = "0.15.6"
@@ -653,9 +548,9 @@ dependencies = [
 
 [[package]]
 name = "new_debug_unreachable"
-version = "1.0.4"
+version = "1.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4a24736216ec316047a1fc4252e27dabb04218aa4a3f37c6e7ddbf1f9782b54"
+checksum = "650eef8c711430f1a879fdd01d4745a7deea475becfb90269c06775983bbf086"
 
 [[package]]
 name = "nom"
@@ -686,24 +581,13 @@ dependencies = [
 
 [[package]]
 name = "num-complex"
-version = "0.4.4"
+version = "0.4.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ba157ca0885411de85d6ca030ba7e2a83a28636056c7c699b07c8b6f7383214"
+checksum = "23c6602fda94a57c990fe0df199a035d83576b496aa29f4e634a8ac6004e68a6"
 dependencies = [
  "num-traits",
 ]
 
-[[package]]
-name = "num-derive"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "876a53fff98e03a936a674b29568b0e605f06b29372c2489ff4de23f1949743d"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 1.0.109",
-]
-
 [[package]]
 name = "num-derive"
 version = "0.4.2"
@@ -712,16 +596,15 @@ checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.48",
+ "syn",
 ]
 
 [[package]]
 name = "num-integer"
-version = "0.1.45"
+version = "0.1.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "225d3389fb3509a24c93f5c29eb6bde2586b98d9f016636dff58d7c6f7569cd9"
+checksum = "7969661fd2958a5cb096e56c8e1ad0444ac2bbcd0061bd28660485a44879858f"
 dependencies = [
- "autocfg",
  "num-traits",
 ]
 
@@ -739,9 +622,9 @@ dependencies = [
 
 [[package]]
 name = "num-traits"
-version = "0.2.17"
+version = "0.2.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "39e3200413f237f41ab11ad6d161bc7239c84dcb631773ccd7de3dfe4b5c267c"
+checksum = "da0df0e5185db44f69b44f26786fe401b6c293d1907744beaa7fa62b2e5a517a"
 dependencies = [
  "autocfg",
 ]
@@ -796,43 +679,17 @@ version = "1.0.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "de3145af08024dea9fa9914f381a17b8fc6034dfb00f3a84013f7ff43f29ed4c"
 
-[[package]]
-name = "percent-encoding"
-version = "2.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
-
-[[package]]
-name = "pin-project"
-version = "1.1.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0302c4a0442c456bd56f841aee5c3bfd17967563f6fadc9ceb9f9c23cf3807e0"
-dependencies = [
- "pin-project-internal",
-]
-
-[[package]]
-name = "pin-project-internal"
-version = "1.1.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "266c042b60c9c76b8d53061e52b2e0d1116abc57cefc8c5cd671619a56ac3690"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.48",
-]
-
 [[package]]
 name = "pkg-config"
-version = "0.3.29"
+version = "0.3.30"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2900ede94e305130c13ddd391e0ab7cbaeb783945ae07a279c268cb05109c6cb"
+checksum = "d231b230927b5e4ad203db57bbcbee2802f6bce620b1e4a9024a07d94e2907ec"
 
 [[package]]
 name = "png"
-version = "0.17.11"
+version = "0.17.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f6c3c3e617595665b8ea2ff95a86066be38fb121ff920a9c0eb282abcd1da5a"
+checksum = "06e4b0d3d1312775e782c86c91a111aa1f910cbb65e1337f9975b5f9a554b5e1"
 dependencies = [
  "bitflags",
  "crc32fast",
@@ -841,6 +698,12 @@ dependencies = [
  "miniz_oxide",
 ]
 
+[[package]]
+name = "portable-atomic"
+version = "1.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7170ef9988bc169ba16dd36a7fa041e5c4cbeb6a35b76d4c03daded371eae7c0"
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.17"
@@ -849,9 +712,9 @@ checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.78"
+version = "1.0.79"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2422ad645d89c99f8f3e6b88a9fdeca7fabeac836b1002371c4367c8f984aae"
+checksum = "e835ff2298f5721608eb1a980ecaee1aef2c132bf95ecc026a11b7bf3c01c02e"
 dependencies = [
  "unicode-ident",
 ]
@@ -872,20 +735,21 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8021cf59c8ec9c432cfc2526ac6b8aa508ecaf29cd415f271b8406c1b851c3fd"
 dependencies = [
  "quote",
- "syn 2.0.48",
+ "syn",
 ]
 
 [[package]]
 name = "pyo3"
-version = "0.20.2"
+version = "0.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a89dc7a5850d0e983be1ec2a463a171d20990487c3cfcd68b5363f1ee3d6fe0"
+checksum = "53bdbb96d49157e65d45cc287af5f32ffadd5f4761438b527b055fb0d4bb8233"
 dependencies = [
  "cfg-if",
  "indoc",
  "libc",
  "memoffset",
  "parking_lot",
+ "portable-atomic",
  "pyo3-build-config",
  "pyo3-ffi",
  "pyo3-macros",
@@ -894,9 +758,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.20.2"
+version = "0.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07426f0d8fe5a601f26293f300afd1a7b1ed5e78b2a705870c5f30893c5163be"
+checksum = "deaa5745de3f5231ce10517a1f5dd97d53e5a2fd77aa6b5842292085831d48d7"
 dependencies = [
  "once_cell",
  "target-lexicon",
@@ -904,9 +768,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.20.2"
+version = "0.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbb7dec17e17766b46bca4f1a4215a85006b4c2ecde122076c562dd058da6cf1"
+checksum = "62b42531d03e08d4ef1f6e85a2ed422eb678b8cd62b762e53891c05faf0d4afa"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -914,26 +778,27 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.20.2"
+version = "0.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05f738b4e40d50b5711957f142878cfa0f28e054aa0ebdfc3fd137a843f74ed3"
+checksum = "7305c720fa01b8055ec95e484a6eca7a83c841267f0dd5280f0c8b8551d2c158"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
  "quote",
- "syn 2.0.48",
+ "syn",
 ]
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.20.2"
+version = "0.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fc910d4851847827daf9d6cdd4a823fbdaab5b8818325c5e97a86da79e8881f"
+checksum = "7c7e9b68bb9c3149c5b0cade5d07f953d6d125eb4337723c4ccdb665f1f96185"
 dependencies = [
- "heck",
+ "heck 0.4.1",
  "proc-macro2",
+ "pyo3-build-config",
  "quote",
- "syn 2.0.48",
+ "syn",
 ]
 
 [[package]]
@@ -990,64 +855,28 @@ dependencies = [
  "getrandom",
 ]
 
-[[package]]
-name = "rav1e"
-version = "0.6.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "16c383692a5e7abd9f6d1eddb1a5e0269f859392387883361bb09e5555852ec1"
-dependencies = [
- "arbitrary 0.4.7",
- "arg_enum_proc_macro",
- "arrayvec",
- "av1-grain",
- "bitstream-io 1.10.0",
- "built 0.5.2",
- "cfg-if",
- "interpolate_name",
- "itertools 0.10.5",
- "libc",
- "libfuzzer-sys 0.3.5",
- "log",
- "maybe-rayon",
- "new_debug_unreachable",
- "noop_proc_macro",
- "num-derive 0.3.3",
- "num-traits",
- "once_cell",
- "paste",
- "rand",
- "rand_chacha",
- "rust_hawktracer",
- "rustc_version",
- "simd_helpers",
- "system-deps",
- "thiserror",
- "v_frame",
- "wasm-bindgen",
-]
-
 [[package]]
 name = "rav1e"
 version = "0.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cd87ce80a7665b1cce111f8a16c1f3929f6547ce91ade6addf4ec86a8dda5ce9"
 dependencies = [
- "arbitrary 1.3.2",
+ "arbitrary",
  "arg_enum_proc_macro",
  "arrayvec",
  "av1-grain",
- "bitstream-io 2.2.0",
- "built 0.7.1",
+ "bitstream-io",
+ "built",
  "cfg-if",
  "interpolate_name",
- "itertools 0.12.1",
+ "itertools",
  "libc",
- "libfuzzer-sys 0.4.7",
+ "libfuzzer-sys",
  "log",
  "maybe-rayon",
  "new_debug_unreachable",
  "noop_proc_macro",
- "num-derive 0.4.2",
+ "num-derive",
  "num-traits",
  "once_cell",
  "paste",
@@ -1058,20 +887,20 @@ dependencies = [
  "system-deps",
  "thiserror",
  "v_frame",
+ "wasm-bindgen",
 ]
 
 [[package]]
 name = "ravif"
-version = "0.11.4"
+version = "0.11.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d44feba0b8a381a5efa2c0baf8dace8418904403260233f4a614503b018fc288"
+checksum = "bc13288f5ab39e6d7c9d501759712e6969fcc9734220846fc9ed26cae2cc4234"
 dependencies = [
  "avif-serialize",
  "imgref",
  "loop9",
  "quick-error",
- "rav1e 0.6.6",
- "rav1e 0.7.1",
+ "rav1e",
  "rayon",
  "rgb",
 ]
@@ -1084,9 +913,9 @@ checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
 
 [[package]]
 name = "rayon"
-version = "1.8.1"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa7237101a77a10773db45d62004a272517633fbcc3df19d96455ede1122e051"
+checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa"
 dependencies = [
  "either",
  "rayon-core",
@@ -1120,58 +949,18 @@ dependencies = [
  "bytemuck",
 ]
 
-[[package]]
-name = "rust_hawktracer"
-version = "0.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3480a29b927f66c6e06527be7f49ef4d291a01d694ec1fe85b0de71d6b02ac1"
-dependencies = [
- "rust_hawktracer_normal_macro",
- "rust_hawktracer_proc_macro",
-]
-
-[[package]]
-name = "rust_hawktracer_normal_macro"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a570059949e1dcdc6f35228fa389f54c2c84dfe0c94c05022baacd56eacd2e9"
-
-[[package]]
-name = "rust_hawktracer_proc_macro"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb626abdbed5e93f031baae60d72032f56bc964e11ac2ff65f2ba3ed98d6d3e1"
-
 [[package]]
 name = "rustc-hash"
 version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
 
-[[package]]
-name = "rustc_version"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa0f585226d2e68097d4f95d113b15b83a82e819ab25717ec0590d9584ef366"
-dependencies = [
- "semver",
-]
-
 [[package]]
 name = "scopeguard"
 version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
-[[package]]
-name = "semver"
-version = "1.0.22"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92d43fe69e652f3df9bdc2b85b2854a0825b86e4fb76bc44d945137d053639ca"
-dependencies = [
- "serde",
-]
-
 [[package]]
 name = "serde"
 version = "1.0.197"
@@ -1189,7 +978,7 @@ checksum = "7eb0b34b42edc17f6b7cac84a52a1c5f0e1bb2227e997ca9011ea3dd34e8610b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.48",
+ "syn",
 ]
 
 [[package]]
@@ -1218,9 +1007,9 @@ dependencies = [
 
 [[package]]
 name = "smallvec"
-version = "1.13.1"
+version = "1.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6ecd384b10a64542d77071bd64bd7b231f4ed5940fba55e98c3de13824cf3d7"
+checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67"
 
 [[package]]
 name = "spin"
@@ -1233,20 +1022,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "1.0.109"
+version = "2.0.55"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237"
-dependencies = [
- "proc-macro2",
- "quote",
- "unicode-ident",
-]
-
-[[package]]
-name = "syn"
-version = "2.0.48"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f3531638e407dfc0814761abb7c00a5b54992b849452a0646b7f65c9f770f3f"
+checksum = "002a1b3dbf967edfafc32655d0f377ab0bb7b994aa1d32c8cc7e9b8bf3ebb8f0"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1255,41 +1033,41 @@ dependencies = [
 
 [[package]]
 name = "system-deps"
-version = "6.2.0"
+version = "6.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a2d580ff6a20c55dfb86be5f9c238f67835d0e81cbdea8bf5680e0897320331"
+checksum = "a3e535eb8dded36d55ec13eddacd30dec501792ff23a0b1682c38601b8cf2349"
 dependencies = [
  "cfg-expr",
- "heck",
+ "heck 0.5.0",
  "pkg-config",
- "toml 0.8.10",
+ "toml",
  "version-compare",
 ]
 
 [[package]]
 name = "target-lexicon"
-version = "0.12.13"
+version = "0.12.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69758bda2e78f098e4ccb393021a0963bb3442eac05f135c30f61b7370bbafae"
+checksum = "e1fc403891a21bcfb7c37834ba66a547a8f402146eba7265b5a6d88059c9ff2f"
 
 [[package]]
 name = "thiserror"
-version = "1.0.56"
+version = "1.0.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d54378c645627613241d077a3a79db965db602882668f9136ac42af9ecb730ad"
+checksum = "03468839009160513471e86a034bb2c5c0e4baae3b43f79ffc55c4a5427b3297"
 dependencies = [
  "thiserror-impl",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "1.0.56"
+version = "1.0.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa0faa943b50f3db30a20aa7e265dbc66076993efed8463e8de414e5d06d3471"
+checksum = "c61f3ba182994efc43764a46c018c347bc492c79f024e705f46567b418f6d4f7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.48",
+ "syn",
 ]
 
 [[package]]
@@ -1303,35 +1081,11 @@ dependencies = [
  "weezl",
 ]
 
-[[package]]
-name = "tinyvec"
-version = "1.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87cc5ceb3875bb20c2890005a4e226a4651264a5c75edb2421b52861a0a0cb50"
-dependencies = [
- "tinyvec_macros",
-]
-
-[[package]]
-name = "tinyvec_macros"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
-
-[[package]]
-name = "toml"
-version = "0.5.11"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4f7f0dd8d50a853a531c426359045b1998f04219d88799810762cd4ad314234"
-dependencies = [
- "serde",
-]
-
 [[package]]
 name = "toml"
-version = "0.8.10"
+version = "0.8.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a9aad4a3066010876e8dcf5a8a06e70a558751117a145c6ce2b82c2e2054290"
+checksum = "e9dd1545e8208b4a5af1aa9bbd0b4cf7e9ea08fabc5d0a5c67fcaafa17433aa3"
 dependencies = [
  "serde",
  "serde_spanned",
@@ -1350,9 +1104,9 @@ dependencies = [
 
 [[package]]
 name = "toml_edit"
-version = "0.22.6"
+version = "0.22.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2c1b5fd4128cc8d3e0cb74d4ed9a9cc7c7284becd4df68f5f940e1ad123606f6"
+checksum = "8e40bb779c5187258fd7aad0eb68cb8706a0a81fa712fbea808ab43c4b8374c4"
 dependencies = [
  "indexmap",
  "serde",
@@ -1363,9 +1117,9 @@ dependencies = [
 
 [[package]]
 name = "turbojpeg"
-version = "1.0.0"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb5080f5adaa92c82bf84f825dd092e9692c923ee652f1634835e9a1f372518d"
+checksum = "9af71fa2654444c8dcb711ecbb8f9202778f8421badf71c3d5a118f1570391ed"
 dependencies = [
  "libc",
  "thiserror",
@@ -1384,44 +1138,18 @@ dependencies = [
  "pkg-config",
 ]
 
-[[package]]
-name = "unicode-bidi"
-version = "0.3.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08f95100a766bf4f8f28f90d77e0a5461bbdb219042e7679bebe79004fed8d75"
-
 [[package]]
 name = "unicode-ident"
 version = "1.0.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b"
 
-[[package]]
-name = "unicode-normalization"
-version = "0.1.23"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a56d1686db2308d901306f92a263857ef59ea39678a5458e7cb17f01415101f5"
-dependencies = [
- "tinyvec",
-]
-
 [[package]]
 name = "unindent"
 version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c7de7d73e1754487cb58364ee906a499937a0dfabd86bcb980fa99ec8c8fa2ce"
 
-[[package]]
-name = "url"
-version = "2.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "31e6302e3bb753d46e83516cae55ae196fc0c309407cf11ab35cc51a4c2a4633"
-dependencies = [
- "form_urlencoded",
- "idna",
- "percent-encoding",
-]
-
 [[package]]
 name = "v_frame"
 version = "0.3.8"
@@ -1435,9 +1163,9 @@ dependencies = [
 
 [[package]]
 name = "version-compare"
-version = "0.1.1"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "579a42fc0b8e0c63b76519a339be31bed574929511fa53c1a3acae26eb258f29"
+checksum = "852e951cb7832cb45cb1169900d19760cfa39b82bc0ea9c0e5a14ae88411c98b"
 
 [[package]]
 name = "wasi"
@@ -1447,9 +1175,9 @@ checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.90"
+version = "0.2.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b1223296a201415c7fad14792dbefaace9bd52b62d33453ade1c5b5f07555406"
+checksum = "4be2531df63900aeb2bca0daaaddec08491ee64ceecbee5076636a3b026795a8"
 dependencies = [
  "cfg-if",
  "wasm-bindgen-macro",
@@ -1457,24 +1185,24 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-backend"
-version = "0.2.90"
+version = "0.2.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fcdc935b63408d58a32f8cc9738a0bffd8f05cc7c002086c6ef20b7312ad9dcd"
+checksum = "614d787b966d3989fa7bb98a654e369c762374fd3213d212cfc0251257e747da"
 dependencies = [
  "bumpalo",
  "log",
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.48",
+ "syn",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.90"
+version = "0.2.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e4c238561b2d428924c49815533a8b9121c664599558a5d9ec51f8a1740a999"
+checksum = "a1f8823de937b71b9460c0c34e25f3da88250760bec0ebac694b49997550d726"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -1482,22 +1210,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.90"
+version = "0.2.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bae1abb6806dc1ad9e560ed242107c0f6c84335f1749dd4e8ddb012ebd5e25a7"
+checksum = "e94f17b526d0a461a191c78ea52bbce64071ed5c04c9ffe424dcb38f74171bb7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.48",
+ "syn",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.90"
+version = "0.2.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4d91413b1c31d7539ba5ef2451af3f0b833a005eb27a631cec32bc0635a8602b"
+checksum = "af190c94f2773fdb3729c55b007a722abb5384da03bc0986df4c289bf5567e96"
 
 [[package]]
 name = "weezl"
diff --git a/src/core.rs b/src/core.rs
new file mode 100644
index 00000000..d2aeeec8
--- /dev/null
+++ b/src/core.rs
@@ -0,0 +1,78 @@
+// reference: https://www.strchr.com/standard_deviation_in_one_pass
+use crate::image::Image;
+
+/// Compute the mean and standard deviation of an image.
+///
+/// The mean and standard deviation are computed for each channel
+/// of the image in one pass.
+///
+/// # Arguments
+///
+/// * `image` - The input image to compute the mean and standard deviation.
+///
+/// # Returns
+///
+/// A tuple containing the mean and standard deviation of the image.
+/// The first element of the tuple is the standard deviation and the
+/// second element is the mean.
+///
+/// # Example
+///
+/// ```
+/// use kornia_rs::image::{Image, ImageSize};
+///
+/// let image = Image::<u8, 3>::new(
+///    ImageSize {
+///      width: 2,
+///      height: 2,
+///  },
+/// vec![0, 1, 2, 253, 254, 255, 128, 129, 130, 64, 65, 66],
+/// ).unwrap();
+///
+/// let (std, mean) = kornia_rs::core::std_mean(&image);
+/// assert_eq!(std, [93.5183805462862, 93.5183805462862, 93.5183805462862]);
+/// assert_eq!(mean, [111.25, 112.25, 113.25]);
+/// ```
+pub fn std_mean(image: &Image<u8, 3>) -> (Vec<f64>, Vec<f64>) {
+    let (sum, sq_sum) = image.data.indexed_iter().fold(
+        ([0f64; 3], [0f64; 3]),
+        |(mut sum, mut sq_sum), ((_, _, c), val)| {
+            sum[c] += *val as f64;
+            sq_sum[c] += (*val as f64).powi(2);
+            (sum, sq_sum)
+        },
+    );
+
+    let n = (image.width() * image.height()) as f64;
+    let mean = sum.iter().map(|&s| s / n).collect::<Vec<_>>();
+
+    let variance = sq_sum
+        .iter()
+        .zip(mean.iter())
+        .map(|(&sq_s, &m)| (sq_s / n - m.powi(2)).sqrt())
+        .collect::<Vec<_>>();
+
+    (variance, mean)
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::image::{Image, ImageSize};
+    use anyhow::{Ok, Result};
+
+    #[test]
+    fn test_std_mean() -> Result<()> {
+        let image = Image::<u8, 3>::new(
+            ImageSize {
+                width: 2,
+                height: 2,
+            },
+            vec![0, 1, 2, 253, 254, 255, 128, 129, 130, 64, 65, 66],
+        )?;
+
+        let (std, mean) = super::std_mean(&image);
+        assert_eq!(std, [93.5183805462862, 93.5183805462862, 93.5183805462862]);
+        assert_eq!(mean, [111.25, 112.25, 113.25]);
+        Ok(())
+    }
+}
diff --git a/src/lib.rs b/src/lib.rs
index 9012e82f..c5192c74 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,4 +1,5 @@
 pub mod color;
+pub mod core;
 // NOTE: not ready yet
 // pub mod distance_transform;
 pub mod flip;