feat: Changed the struct for retinaface

src/facedet.rs

@@ -1,24 +1,8 @@
-pub mod mnn;
-pub mod ort;
-pub mod postprocess;
+pub mod retinaface;
 pub mod yolo;
 
 // Re-export common types and traits
-pub use postprocess::{
+pub use retinaface::{
     FaceDetectionConfig, FaceDetectionModelOutput, FaceDetectionOutput,
     FaceDetectionProcessedOutput, FaceDetector, FaceLandmarks,
 };
-
-// Convenience type aliases for different backends
-pub mod retinaface {
-    pub use crate::facedet::mnn::retinaface as mnn;
-    pub use crate::facedet::ort::retinaface as ort;
-
-    // Re-export common types
-    pub use crate::facedet::postprocess::{
-        FaceDetectionConfig, FaceDetectionOutput, FaceDetector, FaceLandmarks,
-    };
-}
-
-// Default to MNN implementation for backward compatibility
-pub use mnn::retinaface::FaceDetection;

src/facedet/mnn/mod.rs

@@ -1,3 +0,0 @@
-pub mod retinaface;
-
-pub use retinaface::FaceDetection;

src/facedet/ort/mod.rs

@@ -1,3 +0,0 @@
-pub mod retinaface;
-
-pub use retinaface::FaceDetection;

src/facedet/retinaface.rs

@@ -1,8 +1,10 @@
+pub mod mnn;
+pub mod ort;
+
 use crate::errors::*;
 use bounding_box::{Aabb2, nms::nms};
 use error_stack::ResultExt;
 use nalgebra::{Point2, Vector2};
-use std::collections::HashMap;
 
 /// Configuration for face detection postprocessing
 #[derive(Debug, Clone, PartialEq)]

src/facedet/retinaface/mnn.rs

@@ -1,5 +1,5 @@
 use crate::errors::*;
-use crate::facedet::postprocess::*;
+use crate::facedet::*;
 use error_stack::ResultExt;
 use mnn_bridge::ndarray::*;
 use ndarray_resize::NdFir;

src/facedet/retinaface/ort.rs

@@ -1,5 +1,5 @@
 use crate::errors::*;
-use crate::facedet::postprocess::*;
+use crate::facedet::*;
 use error_stack::ResultExt;
 use ndarray_resize::NdFir;
 use ort::{

src/main.rs

@@ -7,8 +7,10 @@ use fast_image_resize::ResizeOptions;
 use ndarray::*;
 use ndarray_image::*;
 use ndarray_resize::NdFir;
-const RETINAFACE_MODEL: &[u8] = include_bytes!("../models/retinaface.mnn");
-const FACENET_MODEL: &[u8] = include_bytes!("../models/facenet.mnn");
+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 = 8;
 pub fn main() -> Result<()> {
     tracing_subscriber::fmt()
@@ -25,13 +27,14 @@ pub fn main() -> Result<()> {
 
             match executor {
                 cli::Executor::Mnn => {
-                    let retinaface = facedet::mnn::FaceDetection::builder()(RETINAFACE_MODEL)
-                        .change_context(Error)?
-                        .with_forward_type(detect.forward_type)
-                        .build()
-                        .change_context(errors::Error)
-                        .attach_printable("Failed to create face detection model")?;
-                    let facenet = faceembed::mnn::EmbeddingGenerator::builder()(FACENET_MODEL)
+                    let retinaface =
+                        facedet::retinaface::mnn::FaceDetection::builder()(RETINAFACE_MODEL_MNN)
+                            .change_context(Error)?
+                            .with_forward_type(detect.forward_type)
+                            .build()
+                            .change_context(errors::Error)
+                            .attach_printable("Failed to create face detection model")?;
+                    let facenet = faceembed::mnn::EmbeddingGenerator::builder()(FACENET_MODEL_MNN)
                         .change_context(Error)?
                         .with_forward_type(detect.forward_type)
                         .build()
@@ -41,17 +44,13 @@ pub fn main() -> Result<()> {
                     run_detection(detect, retinaface, facenet)?;
                 }
                 cli::Executor::Onnx => {
-                    // Load ONNX models
-                    const RETINAFACE_ONNX_MODEL: &[u8] =
-                        include_bytes!("../models/retinaface.onnx");
-                    const FACENET_ONNX_MODEL: &[u8] = include_bytes!("../models/facenet.onnx");
-
-                    let retinaface = facedet::ort::FaceDetection::builder()(RETINAFACE_ONNX_MODEL)
-                        .change_context(Error)?
-                        .build()
-                        .change_context(errors::Error)
-                        .attach_printable("Failed to create face detection model")?;
-                    let facenet = faceembed::ort::EmbeddingGenerator::builder()(FACENET_ONNX_MODEL)
+                    let retinaface =
+                        facedet::retinaface::ort::FaceDetection::builder()(RETINAFACE_MODEL_ONNX)
+                            .change_context(Error)?
+                            .build()
+                            .change_context(errors::Error)
+                            .attach_printable("Failed to create face detection model")?;
+                    let facenet = faceembed::ort::EmbeddingGenerator::builder()(FACENET_MODEL_ONNX)
                         .change_context(Error)?
                         .build()
                         .change_context(errors::Error)