Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -6,6 +6,12 @@ from pathlib import Path
|
|
6 |
from PIL import Image
|
7 |
from io import BytesIO
|
8 |
import tempfile
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
|
10 |
# Define categories and their limits
|
11 |
CATEGORY_LIMITS = {
|
@@ -15,33 +21,48 @@ CATEGORY_LIMITS = {
|
|
15 |
CATEGORIES = list(CATEGORY_LIMITS.keys())
|
16 |
MAX_SIZE = [1024, 1024] # Maximum width and height for resized images
|
17 |
|
18 |
-
class
|
19 |
def __init__(self):
|
20 |
-
|
21 |
-
self.
|
22 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
23 |
def resize_image(self, image_path):
|
24 |
-
"""Resize image
|
25 |
try:
|
26 |
-
|
|
|
|
|
27 |
with open(image_path, "rb") as f:
|
28 |
img = Image.open(BytesIO(f.read()))
|
29 |
img.thumbnail(MAX_SIZE, Image.Resampling.LANCZOS)
|
30 |
|
31 |
-
#
|
32 |
-
|
33 |
-
|
34 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
35 |
|
36 |
-
return temp_path
|
37 |
except Exception as e:
|
38 |
-
|
39 |
-
|
40 |
-
|
41 |
-
|
42 |
-
|
43 |
-
|
44 |
-
|
45 |
|
46 |
def validate_annotations(self, bbox_data):
|
47 |
"""Validate the annotation data and return (is_valid, error_message)"""
|
@@ -81,6 +102,21 @@ class AnnotationManager:
|
|
81 |
|
82 |
return True, ""
|
83 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
84 |
def add_annotation(self, bbox_data):
|
85 |
"""Add or update annotations for an image"""
|
86 |
is_valid, error_msg = self.validate_annotations(bbox_data)
|
@@ -159,25 +195,38 @@ def create_interface():
|
|
159 |
save_btn = gr.Button("Save Current Image Annotations", variant="primary")
|
160 |
clear_btn = gr.Button("Clear All Annotations", variant="secondary")
|
161 |
|
162 |
-
# Add status message
|
163 |
status_msg = gr.Markdown(label="Status")
|
|
|
164 |
|
165 |
# Event handlers
|
166 |
-
def
|
167 |
-
if not image_path or not isinstance(image_path, (str, Path)):
|
168 |
-
return None
|
169 |
try:
|
170 |
-
|
171 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
172 |
except Exception as e:
|
173 |
-
|
174 |
-
|
|
|
175 |
|
176 |
# Handle image upload and resizing
|
177 |
bbox_input.upload(
|
178 |
-
fn=
|
179 |
inputs=[bbox_input],
|
180 |
-
outputs=[bbox_input]
|
181 |
)
|
182 |
|
183 |
save_btn.click(
|
|
|
6 |
from PIL import Image
|
7 |
from io import BytesIO
|
8 |
import tempfile
|
9 |
+
import shutil
|
10 |
+
import logging
|
11 |
+
|
12 |
+
# Set up logging
|
13 |
+
logging.basicConfig(level=logging.INFO)
|
14 |
+
logger = logging.getLogger(__name__)
|
15 |
|
16 |
# Define categories and their limits
|
17 |
CATEGORY_LIMITS = {
|
|
|
21 |
CATEGORIES = list(CATEGORY_LIMITS.keys())
|
22 |
MAX_SIZE = [1024, 1024] # Maximum width and height for resized images
|
23 |
|
24 |
+
class ImageProcessor:
|
25 |
def __init__(self):
|
26 |
+
# Create a persistent directory for resized images
|
27 |
+
self.base_dir = os.path.join(tempfile.gettempdir(), "annotation_tool")
|
28 |
+
self.resized_dir = os.path.join(self.base_dir, "resized_images")
|
29 |
+
self._setup_directories()
|
30 |
+
logger.info(f"Initialized ImageProcessor with directory: {self.base_dir}")
|
31 |
+
|
32 |
+
def _setup_directories(self):
|
33 |
+
"""Create necessary directories if they don't exist"""
|
34 |
+
os.makedirs(self.resized_dir, exist_ok=True)
|
35 |
+
logger.info(f"Set up directories: {self.resized_dir}")
|
36 |
+
|
37 |
def resize_image(self, image_path):
|
38 |
+
"""Resize image and save to persistent directory"""
|
39 |
try:
|
40 |
+
logger.info(f"Processing image: {image_path}")
|
41 |
+
|
42 |
+
# Read original image
|
43 |
with open(image_path, "rb") as f:
|
44 |
img = Image.open(BytesIO(f.read()))
|
45 |
img.thumbnail(MAX_SIZE, Image.Resampling.LANCZOS)
|
46 |
|
47 |
+
# Create a unique filename for the resized image
|
48 |
+
original_filename = os.path.basename(image_path)
|
49 |
+
resized_filename = f"resized_{original_filename}"
|
50 |
+
resized_path = os.path.join(self.resized_dir, resized_filename)
|
51 |
+
|
52 |
+
# Save resized image
|
53 |
+
img.save(resized_path)
|
54 |
+
logger.info(f"Saved resized image to: {resized_path}")
|
55 |
+
|
56 |
+
return resized_path
|
57 |
|
|
|
58 |
except Exception as e:
|
59 |
+
logger.error(f"Error processing image: {str(e)}")
|
60 |
+
raise
|
61 |
+
|
62 |
+
class AnnotationManager:
|
63 |
+
def __init__(self):
|
64 |
+
self.annotations = {}
|
65 |
+
self.image_processor = ImageProcessor()
|
66 |
|
67 |
def validate_annotations(self, bbox_data):
|
68 |
"""Validate the annotation data and return (is_valid, error_message)"""
|
|
|
102 |
|
103 |
return True, ""
|
104 |
|
105 |
+
def process_upload(self, image_path):
|
106 |
+
"""Process uploaded image"""
|
107 |
+
if not image_path:
|
108 |
+
logger.warning("No image path provided")
|
109 |
+
return None
|
110 |
+
|
111 |
+
try:
|
112 |
+
logger.info(f"Processing upload: {image_path}")
|
113 |
+
resized_path = self.image_processor.resize_image(image_path)
|
114 |
+
logger.info(f"Successfully processed upload: {resized_path}")
|
115 |
+
return resized_path
|
116 |
+
except Exception as e:
|
117 |
+
logger.error(f"Error in process_upload: {str(e)}")
|
118 |
+
return None
|
119 |
+
|
120 |
def add_annotation(self, bbox_data):
|
121 |
"""Add or update annotations for an image"""
|
122 |
is_valid, error_msg = self.validate_annotations(bbox_data)
|
|
|
195 |
save_btn = gr.Button("Save Current Image Annotations", variant="primary")
|
196 |
clear_btn = gr.Button("Clear All Annotations", variant="secondary")
|
197 |
|
198 |
+
# Add status message and debug output
|
199 |
status_msg = gr.Markdown(label="Status")
|
200 |
+
debug_output = gr.Textbox(label="Debug Info", interactive=False)
|
201 |
|
202 |
# Event handlers
|
203 |
+
def handle_image_upload(image_path):
|
|
|
|
|
204 |
try:
|
205 |
+
if not image_path:
|
206 |
+
return None, "No image uploaded"
|
207 |
+
|
208 |
+
logger.info(f"Handling upload for: {image_path}")
|
209 |
+
resized_path = annotation_mgr.process_upload(image_path)
|
210 |
+
|
211 |
+
if resized_path and os.path.exists(resized_path):
|
212 |
+
debug_msg = f"Processed image path: {resized_path}"
|
213 |
+
logger.info(debug_msg)
|
214 |
+
return resized_path, debug_msg
|
215 |
+
else:
|
216 |
+
error_msg = "Failed to process image"
|
217 |
+
logger.error(error_msg)
|
218 |
+
return None, error_msg
|
219 |
+
|
220 |
except Exception as e:
|
221 |
+
error_msg = f"Error in upload handler: {str(e)}"
|
222 |
+
logger.error(error_msg)
|
223 |
+
return None, error_msg
|
224 |
|
225 |
# Handle image upload and resizing
|
226 |
bbox_input.upload(
|
227 |
+
fn=handle_image_upload,
|
228 |
inputs=[bbox_input],
|
229 |
+
outputs=[bbox_input, debug_output]
|
230 |
)
|
231 |
|
232 |
save_btn.click(
|