feat(detector): add CUDA support for ONNX face detection

Cargo.toml

@@ -1,43 +1,42 @@
 [workspace]
 members = [
-  "ndarray-image",
-  "ndarray-resize",
-  ".",
-  "bounding-box",
-  "ndarray-safetensors",
-  "sqlite3-safetensor-cosine",
-  "ndcv-bridge",
-  "bbox",
+    "ndarray-image",
+    "ndarray-resize",
+    ".",
+    "bounding-box",
+    "ndarray-safetensors",
+    "sqlite3-safetensor-cosine",
+    "ndcv-bridge",
+    "bbox",
 ]
 
 [workspace.package]
 version = "0.1.0"
 edition = "2024"
 
+[patch.crates-io]
+linfa = { git = "https://github.com/relf/linfa", branch = "upgrade-ndarray-0.16" }
+
 [workspace.dependencies]
-bbox = { path = "bbox" }
 divan = { version = "0.1.21" }
 ndarray-npy = "0.9.1"
 serde = { version = "1.0", features = ["derive"] }
 ndarray-image = { path = "ndarray-image" }
 ndarray-resize = { path = "ndarray-resize" }
 mnn = { git = "https://github.com/uttarayan21/mnn-rs", version = "0.2.0", features = [
-  # "metal",
-  # "coreml",
-  "tracing",
+    # "metal",
+    # "coreml",
+    "tracing",
 ], branch = "restructure-tensor-type" }
 mnn-bridge = { git = "https://github.com/uttarayan21/mnn-rs", version = "0.1.0", features = [
-  "ndarray",
+    "ndarray",
 ], branch = "restructure-tensor-type" }
 mnn-sync = { git = "https://github.com/uttarayan21/mnn-rs", version = "0.1.0", features = [
-  "tracing",
+    "tracing",
 ], branch = "restructure-tensor-type" }
 nalgebra = { version = "0.34.0", default-features = false, features = ["std"] }
 opencv = { version = "0.95.1" }
 bounding-box = { path = "bounding-box" }
-ndarray-safetensors = { path = "ndarray-safetensors" }
-wide = "0.7.33"
-rayon = "1.11.0"
 bytemuck = "1.23.2"
 error-stack = "0.5.0"
 thiserror = "2.0"
@@ -76,9 +75,10 @@ color = "0.3.1"
 itertools = "0.14.0"
 ordered-float = "5.0.0"
 ort = { version = "2.0.0-rc.10", default-features = false, features = [
-  "std",
-  "tracing",
-  "ndarray",
+    "std",
+    "tracing",
+    "ndarray",
+    "cuda",
 ] }
 ndarray-math = { git = "https://git.darksailor.dev/servius/ndarray-math", version = "0.1.0" }
 ndarray-safetensors = { version = "0.1.0", path = "ndarray-safetensors" }
@@ -89,12 +89,13 @@ iced = { version = "0.13", features = ["tokio", "image"] }
 rfd = "0.15"
 futures = "0.3"
 imageproc = "0.25"
+linfa = "0.7.1"
 
 [profile.release]
 debug = true
 
 [features]
-ort-cuda = ["ort/cuda"]
+ort-cuda = []
 ort-coreml = ["ort/coreml"]
 ort-tensorrt = ["ort/tensorrt"]
 ort-tvm = ["ort/tvm"]
@@ -103,7 +104,7 @@ ort-directml = ["ort/directml"]
 mnn-metal = ["mnn/metal"]
 mnn-coreml = ["mnn/coreml"]
 
-default = ["mnn-metal", "mnn-coreml"]
+default = ["ort-cuda"]
 
 [[test]]
 name = "test_bbox_replacement"