diff --git a/__init__.py b/__init__.py
new file mode 100644
index 0000000..3b73ef1
--- /dev/null
+++ b/__init__.py
@@ -0,0 +1,4 @@
+from .imageprocessing import NODE_CLASS_MAPPINGS, NODE_DISPLAY_NAME_MAPPINGS
+
+
+__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS"]
diff --git a/imageprocessing.py b/imageprocessing.py
new file mode 100644
index 0000000..cf5bbf9
--- /dev/null
+++ b/imageprocessing.py
@@ -0,0 +1,54 @@
+import torch
+from kornia.filters import bilateral_blur, unsharp_mask
+
+
+class BilateralFilter:
+    @classmethod
+    def INPUT_TYPES(s):
+        return {"required": {"images": ("IMAGE", ),
+                             "kernel_size": ("INT", {"default": 3, "min": 1, "max": 20, "step": 1}),
+                             "sigma_color": ("FLOAT", {"default": 0.1, "min": 0.0, "max": 10.0, "step": 0.01}),
+                             "sigma_space": ("FLOAT", {"default": 1.5, "min": 0.0, "max": 10.0, "step": 0.01}),
+                             }}
+    RETURN_TYPES = ("IMAGE",)
+    FUNCTION = "bilateral_filter"
+
+    CATEGORY = "ImageProcessing"
+
+    def bilateral_filter(self, images, kernel_size, sigma_color, sigma_space):
+        images = images.movedim(-1, 1).cpu()
+        images_transformed = bilateral_blur(images, (kernel_size, kernel_size), sigma_color, (sigma_space, sigma_space), color_distance_type="l2")
+        images_transformed = images_transformed.movedim(1, -1)
+
+        return (images_transformed,)
+
+
+class UnsharpMask:
+    @classmethod
+    def INPUT_TYPES(s):
+        return {"required": {"images": ("IMAGE", ),
+                             "kernel_size": ("INT", {"default": 3, "min": 1, "max": 20, "step": 1}),
+                             "sigma": ("FLOAT", {"default": 1.5, "min": 0.0, "max": 10.0, "step": 0.01}),
+                             }}
+    RETURN_TYPES = ("IMAGE",)
+    FUNCTION = "sharpen"
+
+    CATEGORY = "ImageProcessing"
+
+    def sharpen(self, images, kernel_size, sigma):
+        images = images.movedim(-1, 1).cpu()
+        images_transformed = unsharp_mask(images, (kernel_size, kernel_size), (sigma, sigma))
+        images_transformed = images_transformed.movedim(1, -1)
+
+        return (images_transformed,)
+
+
+NODE_CLASS_MAPPINGS = {
+    "BilateralFilter": BilateralFilter,
+    "UnsharpMask": UnsharpMask,
+}
+
+NODE_DISPLAY_NAME_MAPPINGS = {
+    "BilateralFilter": "Bilateral Filter",
+    "UnsharpMask": "Unsharp Mask",
+}
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..67817b0
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,2 @@
+torch
+kornia
\ No newline at end of file