Spaces:
Sleeping
Sleeping
Update main.py
Browse files
main.py
CHANGED
@@ -1,16 +1,21 @@
|
|
1 |
from fastapi import FastAPI, File, UploadFile
|
2 |
-
from fastapi.responses import HTMLResponse
|
3 |
from io import BytesIO
|
4 |
import pytesseract
|
5 |
from PIL import Image
|
6 |
-
import
|
7 |
|
8 |
# Initialize FastAPI app
|
9 |
app = FastAPI()
|
10 |
|
11 |
-
|
12 |
-
|
13 |
-
|
|
|
|
|
|
|
|
|
|
|
14 |
|
15 |
# Home route
|
16 |
@app.get("/", response_class=HTMLResponse)
|
@@ -23,23 +28,82 @@ async def home():
|
|
23 |
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
24 |
<title>Image to Text Converter</title>
|
25 |
<style>
|
26 |
-
body {
|
27 |
-
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
-
|
36 |
-
|
37 |
-
.
|
38 |
-
|
39 |
-
|
40 |
-
|
41 |
-
|
42 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
43 |
</style>
|
44 |
</head>
|
45 |
<body>
|
@@ -60,67 +124,89 @@ async def home():
|
|
60 |
return HTMLResponse(content=html_content)
|
61 |
|
62 |
# Upload image route (image is processed directly in memory)
|
63 |
-
@app.post("/upload_image/"
|
64 |
async def upload_image(image: UploadFile = File(...)):
|
65 |
-
#
|
66 |
image_bytes = await image.read()
|
67 |
-
|
68 |
-
|
69 |
-
with open(file_path, "wb") as f:
|
70 |
-
f.write(image_bytes)
|
71 |
-
|
72 |
# Open the image with PIL (Pillow)
|
73 |
-
img = Image.open(
|
74 |
|
75 |
# Process the image and extract text
|
76 |
extracted_text = pytesseract.image_to_string(img)
|
77 |
|
78 |
-
#
|
79 |
-
|
|
|
|
|
|
|
80 |
|
81 |
-
|
|
|
82 |
<!DOCTYPE html>
|
83 |
<html lang="en">
|
84 |
<head>
|
85 |
<meta charset="UTF-8">
|
86 |
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
87 |
-
<title>
|
88 |
<style>
|
89 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
90 |
</style>
|
91 |
</head>
|
92 |
<body>
|
93 |
<div class="container">
|
94 |
-
<h1>
|
95 |
-
<p>
|
96 |
-
<
|
97 |
-
|
98 |
-
|
99 |
-
|
100 |
-
|
101 |
-
<h2>Extracted Text:</h2>
|
102 |
-
<pre>{extracted_text}</pre>
|
103 |
-
</div>
|
104 |
-
<div class="actions">
|
105 |
-
<button onclick="copyToClipboard()">Copy to Clipboard</button>
|
106 |
-
<button onclick="window.location.href='/'">Upload Another Image</button>
|
107 |
-
</div>
|
108 |
</div>
|
109 |
-
<script>
|
110 |
-
function copyToClipboard() {
|
111 |
-
const text = document.querySelector('pre').textContent;
|
112 |
-
navigator.clipboard.writeText(text).then(() => {
|
113 |
-
alert('Text copied to clipboard!');
|
114 |
-
});
|
115 |
-
}
|
116 |
-
</script>
|
117 |
</body>
|
118 |
</html>
|
119 |
"""
|
120 |
-
return HTMLResponse(content=
|
121 |
-
|
122 |
-
# Serve the uploaded images statically
|
123 |
-
@app.get("/uploaded_images/{filename}")
|
124 |
-
async def serve_image(filename: str):
|
125 |
-
file_path = os.path.join(UPLOAD_DIR, filename)
|
126 |
-
return FileResponse(file_path)
|
|
|
1 |
from fastapi import FastAPI, File, UploadFile
|
2 |
+
from fastapi.responses import HTMLResponse
|
3 |
from io import BytesIO
|
4 |
import pytesseract
|
5 |
from PIL import Image
|
6 |
+
import subprocess
|
7 |
|
8 |
# Initialize FastAPI app
|
9 |
app = FastAPI()
|
10 |
|
11 |
+
def install_tesseract():
|
12 |
+
try:
|
13 |
+
subprocess.run(['apt-get', 'update'], check=True)
|
14 |
+
subprocess.run(['apt-get', 'install', '-y', 'tesseract-ocr'], check=True)
|
15 |
+
except subprocess.CalledProcessError as e:
|
16 |
+
print(f"Error installing Tesseract: {e}")
|
17 |
+
|
18 |
+
install_tesseract()
|
19 |
|
20 |
# Home route
|
21 |
@app.get("/", response_class=HTMLResponse)
|
|
|
28 |
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
29 |
<title>Image to Text Converter</title>
|
30 |
<style>
|
31 |
+
body {
|
32 |
+
font-family: Arial, sans-serif;
|
33 |
+
background-color: #000000;
|
34 |
+
color: #333;
|
35 |
+
margin: 0;
|
36 |
+
padding: 0;
|
37 |
+
display: flex;
|
38 |
+
justify-content: center;
|
39 |
+
align-items: center;
|
40 |
+
height: 100vh;
|
41 |
+
}
|
42 |
+
.container {
|
43 |
+
text-align: center;
|
44 |
+
background: #fff;
|
45 |
+
padding: 30px;
|
46 |
+
border-radius: 10px;
|
47 |
+
box-shadow: 0px 4px 8px rgba(0, 0, 0, 0.1);
|
48 |
+
width: 90%;
|
49 |
+
max-width: 600px;
|
50 |
+
}
|
51 |
+
h1 {
|
52 |
+
font-size: 24px;
|
53 |
+
color: #4CAF50;
|
54 |
+
}
|
55 |
+
p {
|
56 |
+
color: #666;
|
57 |
+
}
|
58 |
+
.upload-box {
|
59 |
+
margin: 20px auto;
|
60 |
+
padding: 30px;
|
61 |
+
border: 2px dashed #ccc;
|
62 |
+
border-radius: 10px;
|
63 |
+
background-color: #f9f9f9;
|
64 |
+
cursor: pointer;
|
65 |
+
position: relative;
|
66 |
+
}
|
67 |
+
.upload-box:hover {
|
68 |
+
background-color: #f4f4f4;
|
69 |
+
}
|
70 |
+
.upload-box span {
|
71 |
+
color: #888;
|
72 |
+
font-size: 14px;
|
73 |
+
display: block;
|
74 |
+
}
|
75 |
+
.upload-box input[type="file"] {
|
76 |
+
position: absolute;
|
77 |
+
width: 100%;
|
78 |
+
height: 100%;
|
79 |
+
top: 0;
|
80 |
+
left: 0;
|
81 |
+
opacity: 0;
|
82 |
+
cursor: pointer;
|
83 |
+
}
|
84 |
+
.process-button {
|
85 |
+
background-color: #4CAF50;
|
86 |
+
color: white;
|
87 |
+
padding: 10px 20px;
|
88 |
+
border: none;
|
89 |
+
border-radius: 5px;
|
90 |
+
cursor: pointer;
|
91 |
+
font-size: 16px;
|
92 |
+
}
|
93 |
+
.process-button:hover {
|
94 |
+
background-color: #45a049;
|
95 |
+
}
|
96 |
+
.result-box {
|
97 |
+
margin-top: 20px;
|
98 |
+
text-align: left;
|
99 |
+
}
|
100 |
+
pre {
|
101 |
+
background-color: #f4f4f4;
|
102 |
+
padding: 10px;
|
103 |
+
border-radius: 5px;
|
104 |
+
white-space: pre-wrap;
|
105 |
+
word-wrap: break-word;
|
106 |
+
}
|
107 |
</style>
|
108 |
</head>
|
109 |
<body>
|
|
|
124 |
return HTMLResponse(content=html_content)
|
125 |
|
126 |
# Upload image route (image is processed directly in memory)
|
127 |
+
@app.post("/upload_image/")
|
128 |
async def upload_image(image: UploadFile = File(...)):
|
129 |
+
# Read the image file directly into memory
|
130 |
image_bytes = await image.read()
|
131 |
+
image_stream = BytesIO(image_bytes)
|
132 |
+
|
|
|
|
|
|
|
133 |
# Open the image with PIL (Pillow)
|
134 |
+
img = Image.open(image_stream)
|
135 |
|
136 |
# Process the image and extract text
|
137 |
extracted_text = pytesseract.image_to_string(img)
|
138 |
|
139 |
+
# Convert image to base64 for displaying in HTML
|
140 |
+
import base64
|
141 |
+
buffered = BytesIO()
|
142 |
+
img.save(buffered, format="PNG")
|
143 |
+
img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
|
144 |
|
145 |
+
# HTML response with image and extracted text
|
146 |
+
html_response = f"""
|
147 |
<!DOCTYPE html>
|
148 |
<html lang="en">
|
149 |
<head>
|
150 |
<meta charset="UTF-8">
|
151 |
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
152 |
+
<title>Extracted Text</title>
|
153 |
<style>
|
154 |
+
body {{
|
155 |
+
font-family: Arial, sans-serif;
|
156 |
+
background-color: #000000;
|
157 |
+
color: #333;
|
158 |
+
margin: 0;
|
159 |
+
padding: 0;
|
160 |
+
display: flex;
|
161 |
+
justify-content: center;
|
162 |
+
align-items: center;
|
163 |
+
height: 100vh;
|
164 |
+
}}
|
165 |
+
.container {{
|
166 |
+
text-align: center;
|
167 |
+
background: #fff;
|
168 |
+
padding: 30px;
|
169 |
+
border-radius: 10px;
|
170 |
+
box-shadow: 0px 4px 8px rgba(0, 0, 0, 0.1);
|
171 |
+
width: 90%;
|
172 |
+
max-width: 600px;
|
173 |
+
}}
|
174 |
+
h1 {{
|
175 |
+
font-size: 24px;
|
176 |
+
color: #4CAF50;
|
177 |
+
}}
|
178 |
+
pre {{
|
179 |
+
background-color: #f4f4f4;
|
180 |
+
padding: 10px;
|
181 |
+
border-radius: 5px;
|
182 |
+
white-space: pre-wrap;
|
183 |
+
word-wrap: break-word;
|
184 |
+
}}
|
185 |
+
.process-button {{
|
186 |
+
background-color: #4CAF50;
|
187 |
+
color: white;
|
188 |
+
padding: 10px 20px;
|
189 |
+
border: none;
|
190 |
+
border-radius: 5px;
|
191 |
+
cursor: pointer;
|
192 |
+
font-size: 16px;
|
193 |
+
}}
|
194 |
+
.process-button:hover {{
|
195 |
+
background-color: #45a049;
|
196 |
+
}}
|
197 |
</style>
|
198 |
</head>
|
199 |
<body>
|
200 |
<div class="container">
|
201 |
+
<h1>Extracted Text</h1>
|
202 |
+
<p>Here is the text extracted from the image you uploaded:</p>
|
203 |
+
<img src="data:image/png;base64,{img_str}" alt="Uploaded Image" style="max-width: 100%; margin-bottom: 20px;">
|
204 |
+
<pre>{extracted_text}</pre>
|
205 |
+
<form action="/" method="get">
|
206 |
+
<button class="process-button" type="submit">Upload Another Image</button>
|
207 |
+
</form>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
208 |
</div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
209 |
</body>
|
210 |
</html>
|
211 |
"""
|
212 |
+
return HTMLResponse(content=html_response)
|
|
|
|
|
|
|
|
|
|
|
|