Add debug options. Check for empty file in logs before accessing
Browse files
app.py
CHANGED
|
@@ -26,13 +26,28 @@ def log_user_interaction():
|
|
| 26 |
init_counter()
|
| 27 |
# Generate a unique user ID (hashed timestamp as proxy for session)
|
| 28 |
user_id = md5(str(time.time()).encode()).hexdigest()
|
| 29 |
-
|
| 30 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
data["total_requests"] += 1
|
| 32 |
if user_id not in data["unique_sessions"]:
|
| 33 |
data["unique_sessions"].append(user_id)
|
| 34 |
-
|
| 35 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 36 |
# Log only the request number and timestamp
|
| 37 |
logging.info(f"Request #{data['total_requests']} at {time.strftime('%Y%m%d-%H%M%S')}")
|
| 38 |
return data["total_requests"], len(data["unique_sessions"])
|
|
@@ -59,31 +74,51 @@ def hex_to_rgba(hex_color):
|
|
| 59 |
return tuple(int(hex_color[i:i + 2], 16) for i in (0, 2, 4, 6))
|
| 60 |
|
| 61 |
def remove_background(input_path, bg_color=None, transparent_bg=True, model_choice="", alpha_matting=False, post_process_mask=False, only_mask=False):
|
|
|
|
|
|
|
|
|
|
| 62 |
try:
|
| 63 |
-
#
|
| 64 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 65 |
|
| 66 |
# Open the input image
|
| 67 |
input_image = Image.open(input_path)
|
|
|
|
| 68 |
|
| 69 |
# Extract the original filename without extension
|
| 70 |
original_filename = os.path.splitext(os.path.basename(input_path))[0]
|
| 71 |
# Create the desired output filename
|
| 72 |
-
output_filename = f"{original_filename}
|
|
|
|
| 73 |
|
| 74 |
# Extract the model name from the choice
|
| 75 |
-
model_name = model_choice.split(' | ')[0] if model_choice else
|
|
|
|
| 76 |
|
| 77 |
# Set up the session with the chosen model, or None if no model is selected
|
| 78 |
session = new_session(model_name) if model_name else None
|
| 79 |
|
| 80 |
# Use transparent background if selected, otherwise use color
|
| 81 |
bg_color_rgba = None if transparent_bg else hex_to_rgba(bg_color)
|
|
|
|
| 82 |
|
| 83 |
# Prepare additional options
|
| 84 |
-
remove_kwargs = {
|
| 85 |
-
|
| 86 |
-
|
|
|
|
|
|
|
| 87 |
|
| 88 |
# Only add bgcolor if we have one
|
| 89 |
if bg_color_rgba is not None:
|
|
@@ -104,46 +139,64 @@ def remove_background(input_path, bg_color=None, transparent_bg=True, model_choi
|
|
| 104 |
if only_mask:
|
| 105 |
remove_kwargs["only_mask"] = True
|
| 106 |
|
|
|
|
|
|
|
| 107 |
# Convert PIL Image to numpy array
|
| 108 |
input_array = np.array(input_image)
|
|
|
|
| 109 |
|
| 110 |
# Use the remove function
|
|
|
|
| 111 |
output_array = remove(input_array, **remove_kwargs)
|
|
|
|
| 112 |
|
| 113 |
# Convert numpy array back to PIL Image
|
| 114 |
output_image = Image.fromarray(output_array)
|
|
|
|
| 115 |
|
| 116 |
# Preserve transparency for transparent background or only_mask
|
| 117 |
if transparent_bg or only_mask:
|
| 118 |
if output_image.mode != 'RGBA':
|
| 119 |
output_image = output_image.convert('RGBA')
|
|
|
|
| 120 |
elif output_image.mode != 'RGB':
|
| 121 |
output_image = output_image.convert('RGB')
|
|
|
|
| 122 |
|
| 123 |
# Create a temporary directory and save the image with the desired filename
|
| 124 |
temp_dir = tempfile.mkdtemp()
|
| 125 |
output_path = os.path.join(temp_dir, output_filename)
|
| 126 |
output_image.save(output_path, format="PNG")
|
|
|
|
| 127 |
|
| 128 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 129 |
|
| 130 |
except Exception as e:
|
|
|
|
|
|
|
|
|
|
| 131 |
logging.error(f"An error occurred: {e}")
|
| 132 |
return None
|
| 133 |
|
| 134 |
# Fixed examples with proper values for all inputs
|
| 135 |
-
|
| 136 |
-
|
| 137 |
-
|
| 138 |
-
|
| 139 |
-
|
| 140 |
-
|
| 141 |
-
|
| 142 |
-
|
| 143 |
-
|
| 144 |
-
|
| 145 |
-
|
| 146 |
-
examples = [['scifi_man1.jpg']]
|
| 147 |
|
| 148 |
# Gradio interface
|
| 149 |
iface = gr.Interface(
|
|
@@ -151,7 +204,7 @@ iface = gr.Interface(
|
|
| 151 |
inputs=[
|
| 152 |
gr.Image(type="filepath", label="Input Image"),
|
| 153 |
gr.ColorPicker(label="Background Color (ignored if transparent is selected)", value="#FFFFFF"),
|
| 154 |
-
gr.Checkbox(label="Transparent Background", value=
|
| 155 |
gr.Dropdown(
|
| 156 |
choices=[""] + [f"{k} | {v}" for k, v in MODEL_OPTIONS.items() if k != ""],
|
| 157 |
label="Model Selection",
|
|
@@ -172,4 +225,12 @@ iface = gr.Interface(
|
|
| 172 |
)
|
| 173 |
|
| 174 |
if __name__ == "__main__":
|
| 175 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
init_counter()
|
| 27 |
# Generate a unique user ID (hashed timestamp as proxy for session)
|
| 28 |
user_id = md5(str(time.time()).encode()).hexdigest()
|
| 29 |
+
|
| 30 |
+
try:
|
| 31 |
+
with open(counter_file, "r") as f:
|
| 32 |
+
content = f.read().strip()
|
| 33 |
+
if not content: # File is empty
|
| 34 |
+
data = {"total_requests": 0, "unique_sessions": []}
|
| 35 |
+
else:
|
| 36 |
+
data = json.loads(content)
|
| 37 |
+
except (json.JSONDecodeError, FileNotFoundError):
|
| 38 |
+
# Handle corrupted or missing file
|
| 39 |
+
data = {"total_requests": 0, "unique_sessions": []}
|
| 40 |
+
|
| 41 |
data["total_requests"] += 1
|
| 42 |
if user_id not in data["unique_sessions"]:
|
| 43 |
data["unique_sessions"].append(user_id)
|
| 44 |
+
|
| 45 |
+
try:
|
| 46 |
+
with open(counter_file, "w") as f:
|
| 47 |
+
json.dump(data, f)
|
| 48 |
+
except Exception as e:
|
| 49 |
+
logging.error(f"Failed to write counter file: {e}")
|
| 50 |
+
|
| 51 |
# Log only the request number and timestamp
|
| 52 |
logging.info(f"Request #{data['total_requests']} at {time.strftime('%Y%m%d-%H%M%S')}")
|
| 53 |
return data["total_requests"], len(data["unique_sessions"])
|
|
|
|
| 74 |
return tuple(int(hex_color[i:i + 2], 16) for i in (0, 2, 4, 6))
|
| 75 |
|
| 76 |
def remove_background(input_path, bg_color=None, transparent_bg=True, model_choice="", alpha_matting=False, post_process_mask=False, only_mask=False):
|
| 77 |
+
print(f"DEBUG: Function called with input_path: {input_path}")
|
| 78 |
+
print(f"DEBUG: Parameters - bg_color: {bg_color}, transparent_bg: {transparent_bg}, model_choice: {model_choice}")
|
| 79 |
+
|
| 80 |
try:
|
| 81 |
+
# Check if input path is valid
|
| 82 |
+
if not input_path or not os.path.exists(input_path):
|
| 83 |
+
print(f"ERROR: Invalid input path: {input_path}")
|
| 84 |
+
return None
|
| 85 |
+
|
| 86 |
+
print("DEBUG: Starting background removal...")
|
| 87 |
+
|
| 88 |
+
# Log user interaction (minimal) - with error handling
|
| 89 |
+
try:
|
| 90 |
+
log_user_interaction()
|
| 91 |
+
except Exception as e:
|
| 92 |
+
print(f"WARNING: Failed to log user interaction: {e}")
|
| 93 |
+
# Continue with background removal even if logging fails
|
| 94 |
|
| 95 |
# Open the input image
|
| 96 |
input_image = Image.open(input_path)
|
| 97 |
+
print(f"DEBUG: Opened image with size: {input_image.size}, mode: {input_image.mode}")
|
| 98 |
|
| 99 |
# Extract the original filename without extension
|
| 100 |
original_filename = os.path.splitext(os.path.basename(input_path))[0]
|
| 101 |
# Create the desired output filename
|
| 102 |
+
output_filename = f"{original_filename}_removebg.png"
|
| 103 |
+
print(f"DEBUG: Output filename will be: {output_filename}")
|
| 104 |
|
| 105 |
# Extract the model name from the choice
|
| 106 |
+
model_name = model_choice.split(' | ')[0] if model_choice and ' | ' in model_choice else model_choice
|
| 107 |
+
print(f"DEBUG: Using model: {model_name if model_name else 'default'}")
|
| 108 |
|
| 109 |
# Set up the session with the chosen model, or None if no model is selected
|
| 110 |
session = new_session(model_name) if model_name else None
|
| 111 |
|
| 112 |
# Use transparent background if selected, otherwise use color
|
| 113 |
bg_color_rgba = None if transparent_bg else hex_to_rgba(bg_color)
|
| 114 |
+
print(f"DEBUG: Background color RGBA: {bg_color_rgba}")
|
| 115 |
|
| 116 |
# Prepare additional options
|
| 117 |
+
remove_kwargs = {}
|
| 118 |
+
|
| 119 |
+
# Only add session if we have one
|
| 120 |
+
if session is not None:
|
| 121 |
+
remove_kwargs["session"] = session
|
| 122 |
|
| 123 |
# Only add bgcolor if we have one
|
| 124 |
if bg_color_rgba is not None:
|
|
|
|
| 139 |
if only_mask:
|
| 140 |
remove_kwargs["only_mask"] = True
|
| 141 |
|
| 142 |
+
print(f"DEBUG: Remove kwargs: {remove_kwargs}")
|
| 143 |
+
|
| 144 |
# Convert PIL Image to numpy array
|
| 145 |
input_array = np.array(input_image)
|
| 146 |
+
print(f"DEBUG: Input array shape: {input_array.shape}")
|
| 147 |
|
| 148 |
# Use the remove function
|
| 149 |
+
print("DEBUG: Calling rembg.remove()...")
|
| 150 |
output_array = remove(input_array, **remove_kwargs)
|
| 151 |
+
print(f"DEBUG: Output array shape: {output_array.shape}")
|
| 152 |
|
| 153 |
# Convert numpy array back to PIL Image
|
| 154 |
output_image = Image.fromarray(output_array)
|
| 155 |
+
print(f"DEBUG: Output image size: {output_image.size}, mode: {output_image.mode}")
|
| 156 |
|
| 157 |
# Preserve transparency for transparent background or only_mask
|
| 158 |
if transparent_bg or only_mask:
|
| 159 |
if output_image.mode != 'RGBA':
|
| 160 |
output_image = output_image.convert('RGBA')
|
| 161 |
+
print("DEBUG: Converted to RGBA mode")
|
| 162 |
elif output_image.mode != 'RGB':
|
| 163 |
output_image = output_image.convert('RGB')
|
| 164 |
+
print("DEBUG: Converted to RGB mode")
|
| 165 |
|
| 166 |
# Create a temporary directory and save the image with the desired filename
|
| 167 |
temp_dir = tempfile.mkdtemp()
|
| 168 |
output_path = os.path.join(temp_dir, output_filename)
|
| 169 |
output_image.save(output_path, format="PNG")
|
| 170 |
+
print(f"DEBUG: Saved output to: {output_path}")
|
| 171 |
|
| 172 |
+
# Verify the file was created
|
| 173 |
+
if os.path.exists(output_path):
|
| 174 |
+
file_size = os.path.getsize(output_path)
|
| 175 |
+
print(f"DEBUG: Output file created successfully, size: {file_size} bytes")
|
| 176 |
+
return output_path
|
| 177 |
+
else:
|
| 178 |
+
print("ERROR: Output file was not created")
|
| 179 |
+
return None
|
| 180 |
|
| 181 |
except Exception as e:
|
| 182 |
+
print(f"ERROR: Exception occurred: {str(e)}")
|
| 183 |
+
import traceback
|
| 184 |
+
traceback.print_exc()
|
| 185 |
logging.error(f"An error occurred: {e}")
|
| 186 |
return None
|
| 187 |
|
| 188 |
# Fixed examples with proper values for all inputs
|
| 189 |
+
examples = [
|
| 190 |
+
[
|
| 191 |
+
'scifi_man1.jpg', # input_path
|
| 192 |
+
"#FFFFFF", # bg_color (white)
|
| 193 |
+
True, # transparent_bg
|
| 194 |
+
"", # model_choice (empty string, which is in the choices)
|
| 195 |
+
False, # alpha_matting
|
| 196 |
+
False, # post_process_mask
|
| 197 |
+
False # only_mask
|
| 198 |
+
]
|
| 199 |
+
]
|
|
|
|
| 200 |
|
| 201 |
# Gradio interface
|
| 202 |
iface = gr.Interface(
|
|
|
|
| 204 |
inputs=[
|
| 205 |
gr.Image(type="filepath", label="Input Image"),
|
| 206 |
gr.ColorPicker(label="Background Color (ignored if transparent is selected)", value="#FFFFFF"),
|
| 207 |
+
gr.Checkbox(label="Transparent Background", value=False),
|
| 208 |
gr.Dropdown(
|
| 209 |
choices=[""] + [f"{k} | {v}" for k, v in MODEL_OPTIONS.items() if k != ""],
|
| 210 |
label="Model Selection",
|
|
|
|
| 225 |
)
|
| 226 |
|
| 227 |
if __name__ == "__main__":
|
| 228 |
+
print("Starting Background Remover app...")
|
| 229 |
+
print("Open your browser and go to: http://127.0.0.1:7860")
|
| 230 |
+
iface.launch(
|
| 231 |
+
server_name="127.0.0.1",
|
| 232 |
+
server_port=7860,
|
| 233 |
+
share=False,
|
| 234 |
+
debug=True,
|
| 235 |
+
quiet=False
|
| 236 |
+
)
|