feat: Added stuff
This commit is contained in:
uttarayan21
440
Cargo.lock
generated
440
Cargo.lock
generated
@@ -192,18 +192,6 @@ dependencies = [
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"windows-targets 0.52.6",
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@@ -737,18 +640,6 @@ dependencies = [
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|
||||
@@ -2116,15 +1864,6 @@ dependencies = [
|
||||
"crossbeam-utils",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "redox_syscall"
|
||||
version = "0.5.17"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "5407465600fb0548f1442edf71dd20683c6ed326200ace4b1ef0763521bb3b77"
|
||||
dependencies = [
|
||||
"bitflags 2.9.2",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "regex"
|
||||
version = "1.11.1"
|
||||
@@ -2217,37 +1956,6 @@ dependencies = [
|
||||
"semver",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rustix"
|
||||
version = "1.0.8"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "11181fbabf243db407ef8df94a6ce0b2f9a733bd8be4ad02b4eda9602296cac8"
|
||||
dependencies = [
|
||||
"bitflags 2.9.2",
|
||||
"errno",
|
||||
"libc",
|
||||
"linux-raw-sys",
|
||||
"windows-sys 0.60.2",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rustls-pemfile"
|
||||
version = "2.2.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "dce314e5fee3f39953d46bb63bb8a46d40c2f8fb7cc5a3b6cab2bde9721d6e50"
|
||||
dependencies = [
|
||||
"rustls-pki-types",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rustls-pki-types"
|
||||
version = "1.12.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
|
||||
dependencies = [
|
||||
"zeroize",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "rustversion"
|
||||
version = "1.0.22"
|
||||
@@ -2269,44 +1977,12 @@ dependencies = [
|
||||
"bytemuck",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "schannel"
|
||||
version = "0.1.27"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "1f29ebaa345f945cec9fbbc532eb307f0fdad8161f281b6369539c8d84876b3d"
|
||||
dependencies = [
|
||||
"windows-sys 0.59.0",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "scopeguard"
|
||||
version = "1.2.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
|
||||
|
||||
[[package]]
|
||||
name = "security-framework"
|
||||
version = "2.11.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
|
||||
dependencies = [
|
||||
"bitflags 2.9.2",
|
||||
"core-foundation",
|
||||
"core-foundation-sys",
|
||||
"libc",
|
||||
"security-framework-sys",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "security-framework-sys"
|
||||
version = "2.14.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "49db231d56a190491cb4aeda9527f1ad45345af50b0851622a7adb8c03b01c32"
|
||||
dependencies = [
|
||||
"core-foundation-sys",
|
||||
"libc",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "semver"
|
||||
version = "1.0.26"
|
||||
@@ -2354,17 +2030,6 @@ dependencies = [
|
||||
"serde",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "sha2"
|
||||
version = "0.10.9"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
|
||||
dependencies = [
|
||||
"cfg-if",
|
||||
"cpufeatures",
|
||||
"digest",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "sharded-slab"
|
||||
version = "0.1.7"
|
||||
@@ -2426,17 +2091,6 @@ version = "2.0.0-alpha.10"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "51d44cfb396c3caf6fbfd0ab422af02631b69ddd96d2eff0b0f0724f9024051b"
|
||||
|
||||
[[package]]
|
||||
name = "socks"
|
||||
version = "0.3.4"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "f0c3dbbd9ae980613c6dd8e28a9407b50509d3803b57624d5dfe8315218cd58b"
|
||||
dependencies = [
|
||||
"byteorder",
|
||||
"libc",
|
||||
"winapi",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "spin"
|
||||
version = "0.9.8"
|
||||
@@ -2499,36 +2153,12 @@ version = "1.0.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
|
||||
|
||||
[[package]]
|
||||
name = "tar"
|
||||
version = "0.4.44"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "1d863878d212c87a19c1a610eb53bb01fe12951c0501cf5a0d65f724914a667a"
|
||||
dependencies = [
|
||||
"filetime",
|
||||
"libc",
|
||||
"xattr",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "target-lexicon"
|
||||
version = "0.12.16"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
|
||||
|
||||
[[package]]
|
||||
name = "tempfile"
|
||||
version = "3.20.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "e8a64e3985349f2441a1a9ef0b853f869006c3855f2cda6862a94d26ebb9d6a1"
|
||||
dependencies = [
|
||||
"fastrand",
|
||||
"getrandom 0.3.3",
|
||||
"once_cell",
|
||||
"rustix",
|
||||
"windows-sys 0.59.0",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "thiserror"
|
||||
version = "1.0.69"
|
||||
@@ -2757,37 +2387,6 @@ version = "0.1.14"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "7dd6e30e90baa6f72411720665d41d89b9a3d039dc45b8faea1ddd07f617f6af"
|
||||
|
||||
[[package]]
|
||||
name = "ureq"
|
||||
version = "3.1.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "00432f493971db5d8e47a65aeb3b02f8226b9b11f1450ff86bb772776ebadd70"
|
||||
dependencies = [
|
||||
"base64",
|
||||
"der",
|
||||
"log",
|
||||
"native-tls",
|
||||
"percent-encoding",
|
||||
"rustls-pemfile",
|
||||
"rustls-pki-types",
|
||||
"socks",
|
||||
"ureq-proto",
|
||||
"utf-8",
|
||||
"webpki-root-certs",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "ureq-proto"
|
||||
version = "0.5.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "c5b6cabebbecc4c45189ab06b52f956206cea7d8c8a20851c35a85cb169224cc"
|
||||
dependencies = [
|
||||
"base64",
|
||||
"http",
|
||||
"httparse",
|
||||
"log",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "url"
|
||||
version = "2.5.4"
|
||||
@@ -2799,12 +2398,6 @@ dependencies = [
|
||||
"percent-encoding",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "utf-8"
|
||||
version = "0.7.6"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "09cc8ee72d2a9becf2f2febe0205bbed8fc6615b7cb429ad062dc7b7ddd036a9"
|
||||
|
||||
[[package]]
|
||||
name = "utf8_iter"
|
||||
version = "1.0.4"
|
||||
@@ -2856,12 +2449,6 @@ version = "0.2.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "852e951cb7832cb45cb1169900d19760cfa39b82bc0ea9c0e5a14ae88411c98b"
|
||||
|
||||
[[package]]
|
||||
name = "version_check"
|
||||
version = "0.9.5"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
|
||||
|
||||
[[package]]
|
||||
name = "wasi"
|
||||
version = "0.11.1+wasi-snapshot-preview1"
|
||||
@@ -2935,15 +2522,6 @@ dependencies = [
|
||||
"unicode-ident",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "webpki-root-certs"
|
||||
version = "1.0.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "4e4ffd8df1c57e87c325000a3d6ef93db75279dc3a231125aac571650f22b12a"
|
||||
dependencies = [
|
||||
"rustls-pki-types",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "weezl"
|
||||
version = "0.1.10"
|
||||
@@ -3221,16 +2799,6 @@ version = "0.6.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
|
||||
|
||||
[[package]]
|
||||
name = "xattr"
|
||||
version = "1.5.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "af3a19837351dc82ba89f8a125e22a3c475f05aba604acc023d62b2739ae2909"
|
||||
dependencies = [
|
||||
"libc",
|
||||
"rustix",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "yansi-term"
|
||||
version = "0.1.2"
|
||||
@@ -3305,12 +2873,6 @@ dependencies = [
|
||||
"synstructure",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "zeroize"
|
||||
version = "1.8.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
|
||||
|
||||
[[package]]
|
||||
name = "zerotrie"
|
||||
version = "0.2.2"
|
||||
|
||||
@@ -7,6 +7,9 @@ edition = "2024"
|
||||
|
||||
[patch."https://github.com/uttarayan21/mnn-rs"]
|
||||
mnn = { path = "/Users/fs0c131y/Projects/aftershoot/mnn-rs" }
|
||||
[patch.crates-io]
|
||||
ort = { path = "/Users/fs0c131y/Projects/ort" }
|
||||
|
||||
|
||||
[workspace.dependencies]
|
||||
ndarray-image = { path = "ndarray-image" }
|
||||
@@ -53,7 +56,7 @@ bounding-box = { version = "0.1.0", path = "bounding-box" }
|
||||
color = "0.3.1"
|
||||
itertools = "0.14.0"
|
||||
ordered-float = "5.0.0"
|
||||
ort = { version = "2.0.0-rc.10" }
|
||||
ort = { version = "2.0.0-rc.10", default-features = false, features = [ "std", "tracing", "ndarray"]}
|
||||
|
||||
[profile.release]
|
||||
debug = true
|
||||
|
||||
@@ -12,7 +12,10 @@ num = "0.4.3"
|
||||
ordered-float = "5.0.0"
|
||||
simba = "0.9.0"
|
||||
thiserror = "2.0.12"
|
||||
tracing = { version = "0.1.41", optional = true, default-features = false }
|
||||
|
||||
[features]
|
||||
ndarray = ["dep:ndarray"]
|
||||
default = ["ndarray"]
|
||||
tracing = ["dep:tracing"]
|
||||
|
||||
default = ["ndarray", "tracing"]
|
||||
|
||||
@@ -65,8 +65,9 @@ impl Drawable<Array3<u8>> for Aabb2<usize> {
|
||||
pixel.assign(&color);
|
||||
})
|
||||
})
|
||||
.inspect_err(|e| {
|
||||
dbg!(e);
|
||||
.inspect_err(|_e| {
|
||||
#[cfg(feature = "tracing")]
|
||||
tracing::error!("{_e}")
|
||||
})
|
||||
.ok();
|
||||
});
|
||||
|
||||
@@ -54,7 +54,6 @@ impl<T: Num, const D: usize> AxisAlignedBoundingBox<T, D> {
|
||||
if max_point >= min_point {
|
||||
Self::from_min_max_vertices(min_point, max_point)
|
||||
} else {
|
||||
dbg!(max_point, min_point);
|
||||
panic!("max_point must be greater than or equal to min_point");
|
||||
}
|
||||
}
|
||||
|
||||
BIN
facenet.mnn
BIN
facenet.mnn
Binary file not shown.
29
flake.nix
29
flake.nix
@@ -88,25 +88,41 @@
|
||||
".hpp"
|
||||
".cpp"
|
||||
".cc"
|
||||
".mnn"
|
||||
".onnx"
|
||||
];
|
||||
in
|
||||
lib.cleanSourceWith {
|
||||
filter = sourceFilters;
|
||||
src = ./.;
|
||||
};
|
||||
commonArgs =
|
||||
commonArgs = let
|
||||
ort_static = pkgs.onnxruntime.overrideAttrs (old: {
|
||||
cmakeFlags =
|
||||
old.cmakeFlags
|
||||
++ [
|
||||
"-Donnxruntime_BUILD_SHARED_LIB=OFF"
|
||||
"-Donnxruntime_BUILD_STATIC_LIB=ON"
|
||||
];
|
||||
});
|
||||
in
|
||||
{
|
||||
inherit src;
|
||||
pname = name;
|
||||
stdenv = p: p.clangStdenv;
|
||||
doCheck = false;
|
||||
LIBCLANG_PATH = "${pkgs.llvmPackages.libclang.lib}/lib";
|
||||
ORT_LIB_LOCATION = "${ort_static}";
|
||||
ORT_ENV_SYSTEM_LIB_LOCATION = "${ort_static}/lib";
|
||||
# ORT_ENV_PREFER_DYNAMIC_LINK = true;
|
||||
nativeBuildInputs = with pkgs; [
|
||||
cmake
|
||||
pkg-config
|
||||
];
|
||||
buildInputs = with pkgs;
|
||||
[onnxruntime]
|
||||
[
|
||||
# onnxruntime
|
||||
]
|
||||
++ (lib.optionals pkgs.stdenv.isDarwin [
|
||||
libiconv
|
||||
apple-sdk_13
|
||||
@@ -160,9 +176,11 @@
|
||||
inherit cargoArtifacts;
|
||||
}
|
||||
// {
|
||||
nativeBuildInputs = with pkgs; [
|
||||
installShellFiles
|
||||
];
|
||||
nativeBuildInputs = with pkgs;
|
||||
commonArgs.nativeBuildInputs
|
||||
++ [
|
||||
installShellFiles
|
||||
];
|
||||
postInstall = ''
|
||||
installShellCompletion --cmd ${name} \
|
||||
--bash <($out/bin/${name} completions bash) \
|
||||
@@ -189,6 +207,7 @@
|
||||
cmake
|
||||
mnn
|
||||
cargo-make
|
||||
hyperfine
|
||||
]
|
||||
++ (lib.optionals pkgs.stdenv.isDarwin [
|
||||
apple-sdk_13
|
||||
|
||||
15
justfile
15
justfile
@@ -1,2 +1,13 @@
|
||||
run:
|
||||
cargo run -r detect -- ./1000066593.jpg
|
||||
run_onnx ep = "cpu" arg = "selfie.jpg":
|
||||
cargo run -r detect -p {{ep}} -t 0.3 -o detected.jpg -- {{arg}}
|
||||
run_mnn forward = "cpu" arg = "selfie.jpg":
|
||||
cargo run -r detect -f {{forward}} -o detected.jpg -- {{arg}}
|
||||
|
||||
open:
|
||||
open detected.jpg
|
||||
|
||||
bench:
|
||||
cargo build --release
|
||||
BINARY="" hyperfine --warmup 3 --export-markdown benchmark.md \
|
||||
"$CARGO_TARGET_DIR/release/detector detect -f coreml selfie.jpg" \
|
||||
"$CARGO_TARGET_DIR/release/detector detect -f coreml -b 16 selfie.jpg"
|
||||
|
||||
@@ -59,7 +59,9 @@ mod rgba8 {
|
||||
|
||||
mod gray8 {
|
||||
use super::Result;
|
||||
pub(super) fn image_as_ndarray(image: &image::GrayImage) -> Result<ndarray::ArrayView2<u8>> {
|
||||
pub(super) fn image_as_ndarray(
|
||||
image: &image::GrayImage,
|
||||
) -> Result<ndarray::ArrayView2<'_, u8>> {
|
||||
let (width, height) = image.dimensions();
|
||||
let data = image.as_raw();
|
||||
ndarray::ArrayView2::from_shape((height as usize, width as usize), data)
|
||||
@@ -112,7 +114,7 @@ mod gray_alpha8 {
|
||||
|
||||
mod dynamic_image {
|
||||
use super::*;
|
||||
pub fn image_as_ndarray(image: &image::DynamicImage) -> Result<ndarray::ArrayViewD<u8>> {
|
||||
pub fn image_as_ndarray(image: &image::DynamicImage) -> Result<ndarray::ArrayViewD<'_, u8>> {
|
||||
Ok(match image {
|
||||
image::DynamicImage::ImageRgb8(img) => rgb8::image_as_ndarray(img)?.into_dyn(),
|
||||
image::DynamicImage::ImageRgba8(img) => rgba8::image_as_ndarray(img)?.into_dyn(),
|
||||
|
||||
@@ -56,6 +56,8 @@ pub struct Detect {
|
||||
pub threshold: f32,
|
||||
#[clap(short, long, default_value_t = 0.3)]
|
||||
pub nms_threshold: f32,
|
||||
#[clap(short, long, default_value_t = 8)]
|
||||
pub batch_size: usize,
|
||||
pub image: PathBuf,
|
||||
}
|
||||
|
||||
|
||||
19
src/main.rs
19
src/main.rs
@@ -11,10 +11,9 @@ const RETINAFACE_MODEL_MNN: &[u8] = include_bytes!("../models/retinaface.mnn");
|
||||
const FACENET_MODEL_MNN: &[u8] = include_bytes!("../models/facenet.mnn");
|
||||
const RETINAFACE_MODEL_ONNX: &[u8] = include_bytes!("../models/retinaface.onnx");
|
||||
const FACENET_MODEL_ONNX: &[u8] = include_bytes!("../models/facenet.onnx");
|
||||
const CHUNK_SIZE: usize = 2;
|
||||
pub fn main() -> Result<()> {
|
||||
tracing_subscriber::fmt()
|
||||
.with_env_filter("trace")
|
||||
.with_env_filter("error")
|
||||
.with_thread_ids(true)
|
||||
.with_thread_names(true)
|
||||
.with_target(false)
|
||||
@@ -35,8 +34,6 @@ pub fn main() -> Result<()> {
|
||||
}
|
||||
})
|
||||
.unwrap_or(cli::Executor::Mnn(mnn::ForwardType::CPU));
|
||||
// .then_some(cli::Executor::Mnn)
|
||||
// .unwrap_or(cli::Executor::Ort);
|
||||
|
||||
match executor {
|
||||
cli::Executor::Mnn(forward) => {
|
||||
@@ -92,7 +89,9 @@ where
|
||||
D: facedet::FaceDetector,
|
||||
E: faceembed::FaceEmbedder,
|
||||
{
|
||||
let image = image::open(detect.image).change_context(Error)?;
|
||||
let image = image::open(&detect.image)
|
||||
.change_context(Error)
|
||||
.attach_printable(detect.image.to_string_lossy().to_string())?;
|
||||
let image = image.into_rgb8();
|
||||
let mut array = image
|
||||
.into_ndarray()
|
||||
@@ -122,7 +121,7 @@ where
|
||||
// })
|
||||
.map(|roi| {
|
||||
roi.as_standard_layout()
|
||||
.fast_resize(512, 512, &ResizeOptions::default())
|
||||
.fast_resize(160, 160, &ResizeOptions::default())
|
||||
.change_context(Error)
|
||||
})
|
||||
// .inspect(|f| {
|
||||
@@ -133,15 +132,15 @@ where
|
||||
.collect::<Result<Vec<_>>>()?;
|
||||
let face_roi_views = face_rois.iter().map(|roi| roi.view()).collect::<Vec<_>>();
|
||||
|
||||
let chunk_size = CHUNK_SIZE;
|
||||
let chunk_size = detect.batch_size;
|
||||
let embeddings = face_roi_views
|
||||
.chunks(chunk_size)
|
||||
.map(|chunk| {
|
||||
tracing::info!("Processing chunk of size: {}", chunk.len());
|
||||
|
||||
if chunk.len() < 8 {
|
||||
if chunk.len() < chunk_size {
|
||||
tracing::warn!("Chunk size is less than 8, padding with zeros");
|
||||
let zeros = Array3::zeros((512, 512, 3));
|
||||
let zeros = Array3::zeros((160, 160, 3));
|
||||
let zero_array = core::iter::repeat(zeros.view())
|
||||
.take(chunk_size)
|
||||
.collect::<Vec<_>>();
|
||||
@@ -158,7 +157,7 @@ where
|
||||
Ok(output)
|
||||
}
|
||||
})
|
||||
.collect::<Result<Vec<Array2<f32>>>>();
|
||||
.collect::<Result<Vec<Array2<f32>>>>()?;
|
||||
|
||||
let v = array.view();
|
||||
if let Some(output) = detect.output {
|
||||
|
||||
@@ -107,7 +107,15 @@ impl ExecutionProvider {
|
||||
{
|
||||
#[cfg(feature = "ort-coreml")]
|
||||
{
|
||||
Some(CoreMLExecutionProvider::default().build())
|
||||
use tap::Tap;
|
||||
|
||||
Some(
|
||||
CoreMLExecutionProvider::default()
|
||||
.with_model_format(
|
||||
ort::execution_providers::coreml::CoreMLModelFormat::MLProgram,
|
||||
)
|
||||
.build(),
|
||||
)
|
||||
}
|
||||
#[cfg(not(feature = "ort-coreml"))]
|
||||
{
|
||||
|
||||
Reference in New Issue
Block a user