⚙️ updated examples

backend/src/example/examples.py

@@ -1,14 +1,15 @@
 import gradio as gr
+import sys
 import matplotlib
 import matplotlib.pyplot as plt
 import numpy as np
 import PIL
-from helper.compiler import GradioCompiler, register
-
 
+sys.path.insert(0, "../resources")
+from resources.module import GradioModule, register
 
 """
-@gradio_compile
+@GradioModule
 class Pictionary:
 
     def __init__(self) -> None:
@@ -45,7 +46,7 @@ class Pictionary:
         return confidences
 """
 
-@GradioCompiler
+@GradioModule
 class HelloWorld_2_0:
 
     @register(inputs=["text", "text", gr.Radio(["morning", "evening", "night"])], outputs="text")
@@ -65,7 +66,7 @@ class HelloWorld_2_0:
 
 
 
-@GradioCompiler
+@GradioModule
 class FSD:
 
     def get_new_val(self, old_val, nc):
@@ -100,9 +101,29 @@ class FSD:
         carr = np.array(pixels / np.max(pixels, axis=(0, 1)) * 255, dtype=np.uint8)
         return [PIL.Image.fromarray(carr), self.palette_reduce(img, nc) ]
 
+    @register(inputs=[gr.Image(), gr.Image(), gr.Slider(0.00, 16)], outputs=gr.Gallery())
+    def examples(self, img, img2, nc, ) -> 'list[PIL.Image.Image]':
+        pixels = np.array(img, dtype=float) / 255
+        new_height, new_width, _ = img.shape 
+        for row in range(new_height):
+            for col in range(new_width):
+                old_val = pixels[row, col].copy()
+                new_val = self.get_new_val(old_val, nc)
+                pixels[row, col] = new_val
+                err = old_val - new_val
+                if col < new_width - 1:
+                    pixels[row, col + 1] += err * 7 / 16
+                if row < new_height - 1:
+                    if col > 0:
+                        pixels[row + 1, col - 1] += err * 3 / 16
+                    pixels[row + 1, col] += err * 5 / 16
+                    if col < new_width - 1:
+                        pixels[row + 1, col + 1] += err * 1 / 16
+        carr = np.array(pixels / np.max(pixels, axis=(0, 1)) * 255, dtype=np.uint8)
+        return [PIL.Image.fromarray(carr), self.palette_reduce(img, nc) ]
 
 
-@GradioCompiler
+@GradioModule
 class C:
 
     def Hello(self):
@@ -112,7 +133,7 @@ class C:
     def Greeting(self, name):
         return self.Hello() + " " + name
 
-@GradioCompiler
+@GradioModule
 class stock_forecast:
     
     def __init__(self):