MLap commited on
Commit
18b301b
·
verified ·
1 Parent(s): bf20a79

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +42 -49
app.py CHANGED
@@ -1,13 +1,3 @@
1
- """
2
- Image Enhancement Lab — Gradio Interface
3
- -----------------------------------------
4
- Install dependencies:
5
- pip install gradio pillow numpy
6
-
7
- Run:
8
- python image_enhancer.py
9
- """
10
-
11
  import gradio as gr
12
  import numpy as np
13
  import tempfile
@@ -17,73 +7,76 @@ from PIL import Image, ImageEnhance, ImageFilter
17
  def apply_enhancements(image, contrast, sharpness, brightness, saturation, upscale, blur_radius):
18
  if image is None:
19
  return None, None
 
20
  original = Image.fromarray(image).convert("RGB")
 
 
 
 
 
 
21
  enhanced = original.copy()
 
22
  if upscale != 1.0:
23
  w, h = enhanced.size
24
  enhanced = enhanced.resize((int(w * upscale), int(h * upscale)), Image.LANCZOS)
 
25
  enhanced = ImageEnhance.Contrast(enhanced).enhance(contrast)
26
  enhanced = ImageEnhance.Brightness(enhanced).enhance(brightness)
27
  enhanced = ImageEnhance.Color(enhanced).enhance(saturation)
28
  enhanced = ImageEnhance.Sharpness(enhanced).enhance(sharpness)
 
29
  if blur_radius > 0:
30
  enhanced = enhanced.filter(ImageFilter.GaussianBlur(radius=blur_radius))
 
31
  return np.array(original), np.array(enhanced)
32
 
33
 
34
  def save_enhanced(image, contrast, sharpness, brightness, saturation, upscale, blur_radius):
35
- _, enh_np = apply_enhancements(image, contrast, sharpness, brightness, saturation, upscale, blur_radius)
 
 
 
36
  if enh_np is None:
37
  return None
 
38
  tmp = tempfile.NamedTemporaryFile(suffix=".png", delete=False)
 
 
39
  Image.fromarray(enh_np).save(tmp.name)
40
  return tmp.name
41
 
42
 
43
- def build_app():
44
- with gr.Blocks(title="Image Enhancement Lab") as demo:
45
- gr.Markdown("# Image Enhancement Lab")
46
- gr.Markdown("Upload an image and adjust sliders — preview updates in real time.")
47
-
48
- with gr.Row():
49
- with gr.Column(scale=1, min_width=280):
50
- image_input = gr.Image(label="Upload Image", type="numpy", sources=["upload", "webcam", "clipboard"])
51
- contrast_slider = gr.Slider(0.1, 3.0, value=1.0, step=0.05, label="Contrast (1.0 = original)")
52
- brightness_slider = gr.Slider(0.1, 3.0, value=1.0, step=0.05, label="Brightness (1.0 = original)")
53
- saturation_slider = gr.Slider(0.0, 3.0, value=1.0, step=0.05, label="Saturation (0 = grayscale)")
54
- sharpness_slider = gr.Slider(0.0, 5.0, value=1.0, step=0.1, label="Sharpness (0 = blurry)")
55
- upscale_slider = gr.Slider(0.25, 4.0, value=1.0, step=0.25, label="Upscale Factor")
56
- blur_slider = gr.Slider(0.0, 10.0, value=0.0, step=0.25, label="Gaussian Blur Radius (0 = off)")
57
-
58
- with gr.Row():
59
- reset_btn = gr.Button("Reset", variant="secondary")
60
- apply_btn = gr.Button("Apply", variant="primary")
61
-
62
- save_btn = gr.Button("Download Enhanced Image", variant="secondary")
63
- download_file = gr.File(label="Enhanced image", visible=False)
64
-
65
- with gr.Column(scale=2):
66
- reference_output = gr.Image(label="Reference (original)", type="numpy", interactive=False)
67
- enhanced_output = gr.Image(label="Enhanced Preview", type="numpy", interactive=False)
68
 
69
- all_inputs = [image_input, contrast_slider, sharpness_slider, brightness_slider, saturation_slider, upscale_slider, blur_slider]
70
- all_outputs = [reference_output, enhanced_output]
 
71
 
72
- for ctrl in [contrast_slider, sharpness_slider, brightness_slider, saturation_slider, upscale_slider, blur_slider, image_input]:
73
- ctrl.change(fn=apply_enhancements, inputs=all_inputs, outputs=all_outputs)
 
 
 
 
74
 
75
- apply_btn.click(fn=apply_enhancements, inputs=all_inputs, outputs=all_outputs)
 
76
 
77
- def reset_all():
78
- return None, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, None, None
79
 
80
- reset_btn.click(fn=reset_all, outputs=[image_input, contrast_slider, sharpness_slider, brightness_slider, saturation_slider, upscale_slider, blur_slider, reference_output, enhanced_output])
 
 
81
 
82
- save_btn.click(fn=save_enhanced, inputs=all_inputs, outputs=download_file)
83
 
84
- return demo
 
85
 
86
 
87
- if __name__ == "__main__":
88
- app = build_app()
89
- app.launch(share=True, server_name="127.0.0.1", server_port=7860)
 
 
 
 
 
 
 
 
 
 
 
1
  import gradio as gr
2
  import numpy as np
3
  import tempfile
 
7
  def apply_enhancements(image, contrast, sharpness, brightness, saturation, upscale, blur_radius):
8
  if image is None:
9
  return None, None
10
+
11
  original = Image.fromarray(image).convert("RGB")
12
+
13
+ # Prevent large image crashes
14
+ max_size = 1024
15
+ if max(original.size) > max_size:
16
+ original.thumbnail((max_size, max_size))
17
+
18
  enhanced = original.copy()
19
+
20
  if upscale != 1.0:
21
  w, h = enhanced.size
22
  enhanced = enhanced.resize((int(w * upscale), int(h * upscale)), Image.LANCZOS)
23
+
24
  enhanced = ImageEnhance.Contrast(enhanced).enhance(contrast)
25
  enhanced = ImageEnhance.Brightness(enhanced).enhance(brightness)
26
  enhanced = ImageEnhance.Color(enhanced).enhance(saturation)
27
  enhanced = ImageEnhance.Sharpness(enhanced).enhance(sharpness)
28
+
29
  if blur_radius > 0:
30
  enhanced = enhanced.filter(ImageFilter.GaussianBlur(radius=blur_radius))
31
+
32
  return np.array(original), np.array(enhanced)
33
 
34
 
35
  def save_enhanced(image, contrast, sharpness, brightness, saturation, upscale, blur_radius):
36
+ _, enh_np = apply_enhancements(
37
+ image, contrast, sharpness, brightness, saturation, upscale, blur_radius
38
+ )
39
+
40
  if enh_np is None:
41
  return None
42
+
43
  tmp = tempfile.NamedTemporaryFile(suffix=".png", delete=False)
44
+ tmp.close()
45
+
46
  Image.fromarray(enh_np).save(tmp.name)
47
  return tmp.name
48
 
49
 
50
+ with gr.Blocks(title="Image Enhancement Lab") as demo:
51
+ gr.Markdown("# Image Enhancement Lab")
52
+ gr.Markdown("Upload an image and adjust sliders.")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
53
 
54
+ with gr.Row():
55
+ with gr.Column():
56
+ image_input = gr.Image(type="numpy")
57
 
58
+ contrast = gr.Slider(0.1, 3.0, 1.0)
59
+ brightness = gr.Slider(0.1, 3.0, 1.0)
60
+ saturation = gr.Slider(0.0, 3.0, 1.0)
61
+ sharpness = gr.Slider(0.0, 5.0, 1.0)
62
+ upscale = gr.Slider(0.25, 4.0, 1.0)
63
+ blur = gr.Slider(0.0, 10.0, 0.0)
64
 
65
+ apply_btn = gr.Button("Apply")
66
+ save_btn = gr.Button("Download")
67
 
68
+ download = gr.File(visible=True)
 
69
 
70
+ with gr.Column():
71
+ original_out = gr.Image()
72
+ enhanced_out = gr.Image()
73
 
74
+ inputs = [image_input, contrast, sharpness, brightness, saturation, upscale, blur]
75
 
76
+ apply_btn.click(apply_enhancements, inputs, [original_out, enhanced_out])
77
+ save_btn.click(save_enhanced, inputs, download)
78
 
79
 
80
+ # 🚀 REQUIRED for Spaces
81
+ demo.queue()
82
+ demo.launch()