DOMMETI commited on
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47846dc
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1 Parent(s): 64178d1

Update Home.py

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Files changed (1) hide show
  1. Home.py +32 -27
Home.py CHANGED
@@ -4,17 +4,17 @@ from keras.models import load_model
4
  import numpy as np
5
  import cv2
6
 
7
- # --- Page Config ---
8
- st.set_page_config(page_title="Digit AI", layout="centered")
9
 
10
- # --- Custom UI Styling ---
11
  st.markdown("""
12
  <style>
13
  @import url('https://fonts.googleapis.com/css2?family=Orbitron:wght@500&family=Outfit:wght@300;400;600&display=swap');
14
 
15
  html, body, [class*="css"] {
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  font-family: 'Outfit', sans-serif;
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- background: linear-gradient(to right, #090909, #1f1c2c);
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  color: white;
19
  }
20
 
@@ -23,27 +23,31 @@ h1 {
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  color: #00fff7;
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  font-size: 3em;
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  text-align: center;
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- text-shadow: 0 0 10px #00fff7;
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- margin-bottom: 0;
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  }
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30
  p {
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  text-align: center;
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  font-size: 1.1em;
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- color: #ccc;
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  margin-top: 0;
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- margin-bottom: 30px;
36
  }
37
 
38
- .canvas-wrapper {
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  display: flex;
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  justify-content: center;
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- background: rgba(255,255,255,0.05);
 
 
 
 
 
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  padding: 25px;
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- border-radius: 25px;
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- box-shadow: 0 8px 24px rgba(0,255,255,0.1);
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  backdrop-filter: blur(10px);
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- margin-bottom: 30px;
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  }
48
 
49
  .prediction-box {
@@ -54,7 +58,8 @@ p {
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  background: rgba(255, 255, 255, 0.05);
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  padding: 20px;
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  border-radius: 15px;
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- box-shadow: 0 0 15px rgba(0,255,255,0.4);
 
58
  }
59
 
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  .emoji {
@@ -65,29 +70,30 @@ p {
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  </style>
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  """, unsafe_allow_html=True)
67
 
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- # --- Title + Description ---
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  st.markdown("<h1>Digit Recognizer</h1>", unsafe_allow_html=True)
70
- st.markdown("<p>Draw a digit (0–9) below and see what the AI thinks it is!</p>", unsafe_allow_html=True)
71
 
72
- # --- Sidebar Settings ---
73
- st.sidebar.markdown("### ✏️ Drawing Settings")
74
- drawing_mode = st.sidebar.selectbox("Tool", ("freedraw", "line", "rect", "circle", "transform"))
75
  stroke_width = st.sidebar.slider("Stroke Width", 1, 25, 10)
76
  stroke_color = st.sidebar.color_picker("Stroke Color", "#FFFFFF")
77
  bg_color = st.sidebar.color_picker("Background Color", "#000000")
78
  realtime_update = st.sidebar.checkbox("Update Realtime", True)
79
 
80
- # --- Load Model ---
81
  @st.cache_resource
82
  def load_mnist_model():
83
  return load_model("digit_recognization.keras")
84
 
85
  model = load_mnist_model()
86
 
87
- # --- Canvas Drawing Area ---
88
- st.markdown('<div class="canvas-wrapper">', unsafe_allow_html=True)
 
89
  canvas_result = st_canvas(
90
- fill_color="rgba(255, 255, 255, 0.05)",
91
  stroke_width=stroke_width,
92
  stroke_color=stroke_color,
93
  background_color=bg_color,
@@ -97,9 +103,10 @@ canvas_result = st_canvas(
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  drawing_mode=drawing_mode,
98
  key="canvas"
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  )
100
- st.markdown('</div>', unsafe_allow_html=True)
101
 
102
- # --- Prediction Display ---
 
 
103
  if canvas_result.image_data is not None:
104
  img = cv2.cvtColor(canvas_result.image_data.astype("uint8"), cv2.COLOR_RGBA2GRAY)
105
  img_resized = cv2.resize(img, (28, 28))
@@ -111,5 +118,3 @@ if canvas_result.image_data is not None:
111
 
112
  st.markdown(f"<div class='prediction-box'>Prediction: {predicted_digit}</div>", unsafe_allow_html=True)
113
  st.markdown(f"<div class='emoji'>{['0️⃣','1️⃣','2️⃣','3️⃣','4️⃣','5️⃣','6️⃣','7️⃣','8️⃣','9️⃣'][predicted_digit]}</div>", unsafe_allow_html=True)
114
-
115
-
 
4
  import numpy as np
5
  import cv2
6
 
7
+ # --- Page Configuration ---
8
+ st.set_page_config(page_title="Digit Recognizer", layout="centered")
9
 
10
+ # --- Custom CSS for Styling ---
11
  st.markdown("""
12
  <style>
13
  @import url('https://fonts.googleapis.com/css2?family=Orbitron:wght@500&family=Outfit:wght@300;400;600&display=swap');
14
 
15
  html, body, [class*="css"] {
16
  font-family: 'Outfit', sans-serif;
17
+ background: linear-gradient(to right, #0f0f0f, #1e1e2e);
18
  color: white;
19
  }
20
 
 
23
  color: #00fff7;
24
  font-size: 3em;
25
  text-align: center;
26
+ text-shadow: 0 0 15px #00fff7;
27
+ margin-bottom: 10px;
28
  }
29
 
30
  p {
31
  text-align: center;
32
  font-size: 1.1em;
33
+ color: #bbbbbb;
34
  margin-top: 0;
35
+ margin-bottom: 35px;
36
  }
37
 
38
+ .center-wrapper {
39
  display: flex;
40
  justify-content: center;
41
+ align-items: center;
42
+ padding: 30px 0;
43
+ }
44
+
45
+ .canvas-container {
46
+ background: rgba(255, 255, 255, 0.05);
47
  padding: 25px;
48
+ border-radius: 20px;
49
+ box-shadow: 0 0 20px rgba(0, 255, 255, 0.2);
50
  backdrop-filter: blur(10px);
 
51
  }
52
 
53
  .prediction-box {
 
58
  background: rgba(255, 255, 255, 0.05);
59
  padding: 20px;
60
  border-radius: 15px;
61
+ box-shadow: 0 0 12px rgba(0,255,255,0.4);
62
+ margin-top: 25px;
63
  }
64
 
65
  .emoji {
 
70
  </style>
71
  """, unsafe_allow_html=True)
72
 
73
+ # --- App Title ---
74
  st.markdown("<h1>Digit Recognizer</h1>", unsafe_allow_html=True)
75
+ st.markdown("<p>Draw a digit from 0–9 below. The AI will predict what you wrote.</p>", unsafe_allow_html=True)
76
 
77
+ # --- Sidebar Drawing Settings ---
78
+ st.sidebar.title("✏️ Drawing Settings")
79
+ drawing_mode = st.sidebar.selectbox("Drawing Tool", ("freedraw", "line", "rect", "circle", "transform"))
80
  stroke_width = st.sidebar.slider("Stroke Width", 1, 25, 10)
81
  stroke_color = st.sidebar.color_picker("Stroke Color", "#FFFFFF")
82
  bg_color = st.sidebar.color_picker("Background Color", "#000000")
83
  realtime_update = st.sidebar.checkbox("Update Realtime", True)
84
 
85
+ # --- Load Digit Recognition Model ---
86
  @st.cache_resource
87
  def load_mnist_model():
88
  return load_model("digit_recognization.keras")
89
 
90
  model = load_mnist_model()
91
 
92
+ # --- Centered Canvas Pad ---
93
+ st.markdown('<div class="center-wrapper"><div class="canvas-container">', unsafe_allow_html=True)
94
+
95
  canvas_result = st_canvas(
96
+ fill_color="rgba(255, 255, 255, 0.1)",
97
  stroke_width=stroke_width,
98
  stroke_color=stroke_color,
99
  background_color=bg_color,
 
103
  drawing_mode=drawing_mode,
104
  key="canvas"
105
  )
 
106
 
107
+ st.markdown('</div></div>', unsafe_allow_html=True)
108
+
109
+ # --- Prediction Logic & Display ---
110
  if canvas_result.image_data is not None:
111
  img = cv2.cvtColor(canvas_result.image_data.astype("uint8"), cv2.COLOR_RGBA2GRAY)
112
  img_resized = cv2.resize(img, (28, 28))
 
118
 
119
  st.markdown(f"<div class='prediction-box'>Prediction: {predicted_digit}</div>", unsafe_allow_html=True)
120
  st.markdown(f"<div class='emoji'>{['0️⃣','1️⃣','2️⃣','3️⃣','4️⃣','5️⃣','6️⃣','7️⃣','8️⃣','9️⃣'][predicted_digit]}</div>", unsafe_allow_html=True)