Spaces:
Sleeping
Sleeping
Christopher H.
commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -6,6 +6,12 @@ from pathlib import Path
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from PIL import Image
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from io import BytesIO
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import tempfile
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# Define categories and their limits
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CATEGORY_LIMITS = {
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CATEGORIES = list(CATEGORY_LIMITS.keys())
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MAX_SIZE = [1024, 1024] # Maximum width and height for resized images
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class
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def __init__(self):
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self.
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def resize_image(self, image_path):
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"""Resize image
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with open(image_path, "rb") as f:
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img = Image.open(BytesIO(f.read()))
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img.thumbnail(MAX_SIZE, Image.Resampling.LANCZOS)
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#
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return temp_path
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except Exception as e:
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def validate_annotations(self, bbox_data):
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"""Validate the annotation data and return (is_valid, error_message)"""
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@@ -81,6 +102,21 @@ class AnnotationManager:
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return True, ""
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def add_annotation(self, bbox_data):
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"""Add or update annotations for an image"""
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is_valid, error_msg = self.validate_annotations(bbox_data)
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@@ -159,25 +195,38 @@ def create_interface():
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save_btn = gr.Button("Save Current Image Annotations", variant="primary")
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clear_btn = gr.Button("Clear All Annotations", variant="secondary")
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# Add status message
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status_msg = gr.Markdown(label="Status")
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# Event handlers
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def
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if not image_path or not isinstance(image_path, (str, Path)):
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return None
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try:
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except Exception as e:
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# Handle image upload and resizing
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bbox_input.upload(
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fn=
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inputs=[bbox_input],
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outputs=[bbox_input]
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)
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save_btn.click(
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from PIL import Image
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from io import BytesIO
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import tempfile
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import shutil
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import logging
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# Set up logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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# Define categories and their limits
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CATEGORY_LIMITS = {
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CATEGORIES = list(CATEGORY_LIMITS.keys())
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MAX_SIZE = [1024, 1024] # Maximum width and height for resized images
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class ImageProcessor:
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def __init__(self):
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# Create a persistent directory for resized images
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self.base_dir = os.path.join(tempfile.gettempdir(), "annotation_tool")
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self.resized_dir = os.path.join(self.base_dir, "resized_images")
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self._setup_directories()
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logger.info(f"Initialized ImageProcessor with directory: {self.base_dir}")
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def _setup_directories(self):
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"""Create necessary directories if they don't exist"""
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os.makedirs(self.resized_dir, exist_ok=True)
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logger.info(f"Set up directories: {self.resized_dir}")
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def resize_image(self, image_path):
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"""Resize image and save to persistent directory"""
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try:
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logger.info(f"Processing image: {image_path}")
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# Read original image
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with open(image_path, "rb") as f:
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img = Image.open(BytesIO(f.read()))
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img.thumbnail(MAX_SIZE, Image.Resampling.LANCZOS)
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# Create a unique filename for the resized image
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original_filename = os.path.basename(image_path)
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resized_filename = f"resized_{original_filename}"
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resized_path = os.path.join(self.resized_dir, resized_filename)
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# Save resized image
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img.save(resized_path)
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logger.info(f"Saved resized image to: {resized_path}")
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return resized_path
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except Exception as e:
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logger.error(f"Error processing image: {str(e)}")
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raise
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class AnnotationManager:
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def __init__(self):
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self.annotations = {}
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self.image_processor = ImageProcessor()
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def validate_annotations(self, bbox_data):
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"""Validate the annotation data and return (is_valid, error_message)"""
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return True, ""
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def process_upload(self, image_path):
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"""Process uploaded image"""
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if not image_path:
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logger.warning("No image path provided")
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return None
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try:
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logger.info(f"Processing upload: {image_path}")
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resized_path = self.image_processor.resize_image(image_path)
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logger.info(f"Successfully processed upload: {resized_path}")
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return resized_path
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except Exception as e:
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logger.error(f"Error in process_upload: {str(e)}")
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return None
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def add_annotation(self, bbox_data):
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"""Add or update annotations for an image"""
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is_valid, error_msg = self.validate_annotations(bbox_data)
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save_btn = gr.Button("Save Current Image Annotations", variant="primary")
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clear_btn = gr.Button("Clear All Annotations", variant="secondary")
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# Add status message and debug output
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status_msg = gr.Markdown(label="Status")
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debug_output = gr.Textbox(label="Debug Info", interactive=False)
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# Event handlers
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def handle_image_upload(image_path):
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try:
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if not image_path:
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return None, "No image uploaded"
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logger.info(f"Handling upload for: {image_path}")
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resized_path = annotation_mgr.process_upload(image_path)
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if resized_path and os.path.exists(resized_path):
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debug_msg = f"Processed image path: {resized_path}"
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logger.info(debug_msg)
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return resized_path, debug_msg
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else:
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error_msg = "Failed to process image"
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logger.error(error_msg)
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return None, error_msg
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except Exception as e:
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error_msg = f"Error in upload handler: {str(e)}"
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logger.error(error_msg)
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return None, error_msg
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# Handle image upload and resizing
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bbox_input.upload(
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fn=handle_image_upload,
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inputs=[bbox_input],
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outputs=[bbox_input, debug_output]
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)
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save_btn.click(
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