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Create app.py
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app.py
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| 1 |
+
import os
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| 2 |
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import gradio as gr
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| 3 |
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from PIL import Image
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from typing import List, Optional, Tuple
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import logging
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import random
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# Configure logging
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logging.basicConfig(
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level=logging.INFO,
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format='%(asctime)s - %(levelname)s - %(message)s'
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)
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logger = logging.getLogger(__name__)
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+
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+
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| 16 |
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def create_gif_from_folder(
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input_folder: str,
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output_path: str,
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duration: int = 100,
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loop: int = 0,
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resize: Optional[tuple] = None,
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quality: int = 90,
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shuffle: bool = False
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) -> None:
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"""
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+
Convert a folder of images into a GIF.
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| 27 |
+
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Args:
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input_folder (str): Path to the folder containing images
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output_path (str): Path where the GIF will be saved
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| 31 |
+
duration (int): Duration of each frame in milliseconds
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loop (int): Number of times to loop the GIF (0 for infinite)
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resize (Optional[tuple]): Tuple of (width, height) to resize images
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+
quality (int): Quality of the output GIF (1-100)
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shuffle (bool): Whether to randomize the order of images
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"""
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try:
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# Get all image files from the folder
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image_files = [
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f for f in os.listdir(input_folder)
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if f.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif'))
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| 42 |
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]
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if not image_files:
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raise ValueError(f"No image files found in {input_folder}")
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+
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# Sort or shuffle files
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if shuffle:
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random.shuffle(image_files)
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logger.info("Images will be shown in random order")
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else:
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image_files.sort()
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logger.info("Images will be shown in alphabetical order")
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# Load images
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images: List[Image.Image] = []
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for file in image_files:
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try:
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img_path = os.path.join(input_folder, file)
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img = Image.open(img_path)
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# Convert to RGB if necessary
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if img.mode != 'RGB':
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img = img.convert('RGB')
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# Resize if specified
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if resize:
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img = img.resize(resize, Image.Resampling.LANCZOS)
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| 69 |
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| 70 |
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images.append(img)
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| 71 |
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logger.info(f"Processed image: {file}")
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| 72 |
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except Exception as e:
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| 73 |
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logger.warning(f"Failed to process {file}: {str(e)}")
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| 74 |
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continue
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| 76 |
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if not images:
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raise ValueError("No valid images were processed")
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| 78 |
+
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| 79 |
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# Save as GIF with optimized settings
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| 80 |
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images[0].save(
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| 81 |
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output_path,
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| 82 |
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save_all=True,
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| 83 |
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append_images=images[1:],
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| 84 |
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duration=duration,
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| 85 |
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loop=loop,
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| 86 |
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optimize=True,
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| 87 |
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quality=quality,
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| 88 |
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disposal=2 # Clear background between frames
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| 89 |
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)
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| 90 |
+
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| 91 |
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logger.info(f"Successfully created GIF at {output_path}")
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| 92 |
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logger.info(f"Processed {len(images)} images")
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| 93 |
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logger.info(f"Settings: {duration}ms/frame, quality={quality}")
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| 94 |
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logger.info(f"Shuffle: {'enabled' if shuffle else 'disabled'}")
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| 95 |
+
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| 96 |
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except Exception as e:
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| 97 |
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logger.error(f"Error creating GIF: {str(e)}")
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| 98 |
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raise
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| 99 |
+
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| 100 |
+
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| 101 |
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def create_gif_interface(
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| 102 |
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input_folder: str,
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| 103 |
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output_name: str,
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| 104 |
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duration: int,
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| 105 |
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quality: int,
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| 106 |
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width: int,
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| 107 |
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height: int,
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| 108 |
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shuffle: bool
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| 109 |
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) -> Tuple[str, str]:
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| 110 |
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"""
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| 111 |
+
Web interface wrapper for GIF creation.
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| 112 |
+
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| 113 |
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Returns:
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| 114 |
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Tuple of (output path, status message)
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| 115 |
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"""
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| 116 |
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try:
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| 117 |
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# Validate inputs
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| 118 |
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if not os.path.exists(input_folder):
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| 119 |
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return "", f"Error: Input folder '{input_folder}' does not exist"
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| 120 |
+
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| 121 |
+
if not output_name.endswith('.gif'):
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| 122 |
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output_name += '.gif'
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| 123 |
+
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| 124 |
+
# Save to current working directory (Hugging Face Spaces best practice)
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| 125 |
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output_path = os.path.join(os.getcwd(), output_name)
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| 126 |
+
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| 127 |
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# Create the GIF
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| 128 |
+
create_gif_from_folder(
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| 129 |
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input_folder=input_folder,
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| 130 |
+
output_path=output_path,
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| 131 |
+
duration=duration,
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| 132 |
+
quality=quality,
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| 133 |
+
resize=(width, height),
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| 134 |
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shuffle=shuffle
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| 135 |
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)
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| 136 |
+
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| 137 |
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return output_path, "GIF created successfully!"
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| 138 |
+
|
| 139 |
+
except Exception as e:
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| 140 |
+
error_msg = f"Error creating GIF: {str(e)}"
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| 141 |
+
return "", error_msg
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| 142 |
+
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| 143 |
+
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| 144 |
+
# Create the Gradio interface
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| 145 |
+
with gr.Blocks(
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| 146 |
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title="🎞️ Image to GIF Converter",
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| 147 |
+
theme=gr.themes.Soft()
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| 148 |
+
) as interface:
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| 149 |
+
gr.Markdown("# 🎞️ Image to GIF Converter")
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| 150 |
+
gr.Markdown("Convert a folder of images into an animated GIF")
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| 151 |
+
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| 152 |
+
with gr.Row():
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| 153 |
+
with gr.Column(scale=2):
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| 154 |
+
input_folder = gr.Textbox(
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| 155 |
+
label="Input Folder Path",
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| 156 |
+
placeholder="Enter the path to your images folder"
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| 157 |
+
)
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| 158 |
+
output_name = gr.Textbox(
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| 159 |
+
label="Output GIF Name",
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| 160 |
+
value="animation.gif",
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| 161 |
+
placeholder="Enter the name for your GIF"
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| 162 |
+
)
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| 163 |
+
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| 164 |
+
with gr.Row():
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| 165 |
+
duration = gr.Slider(
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| 166 |
+
minimum=50,
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| 167 |
+
maximum=1000,
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| 168 |
+
value=100,
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| 169 |
+
step=50,
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| 170 |
+
label="Frame Duration (ms)"
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| 171 |
+
)
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| 172 |
+
quality = gr.Slider(
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| 173 |
+
minimum=1,
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| 174 |
+
maximum=100,
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| 175 |
+
value=90,
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| 176 |
+
step=1,
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| 177 |
+
label="Quality"
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| 178 |
+
)
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| 179 |
+
|
| 180 |
+
with gr.Row():
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| 181 |
+
width = gr.Number(
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| 182 |
+
value=800,
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| 183 |
+
label="Width (px)",
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| 184 |
+
precision=0
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| 185 |
+
)
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| 186 |
+
height = gr.Number(
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| 187 |
+
value=600,
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| 188 |
+
label="Height (px)",
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| 189 |
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precision=0
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| 190 |
+
)
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| 191 |
+
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| 192 |
+
shuffle = gr.Checkbox(
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| 193 |
+
label="Shuffle Images",
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| 194 |
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value=True
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| 195 |
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)
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| 196 |
+
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| 197 |
+
create_btn = gr.Button(
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| 198 |
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"Create GIF",
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| 199 |
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variant="primary"
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| 200 |
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)
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| 201 |
+
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| 202 |
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with gr.Column(scale=3):
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| 203 |
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output = gr.Textbox(
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| 204 |
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label="Output Path",
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| 205 |
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interactive=False
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| 206 |
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)
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| 207 |
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error_msg = gr.Textbox(
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| 208 |
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label="Status",
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| 209 |
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interactive=False
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| 210 |
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)
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| 211 |
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preview = gr.Image(
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| 212 |
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label="GIF Preview",
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| 213 |
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type="filepath",
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| 214 |
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interactive=False
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| 215 |
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)
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| 216 |
+
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| 217 |
+
# Set up the event handler
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| 218 |
+
create_btn.click(
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| 219 |
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fn=create_gif_interface,
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| 220 |
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inputs=[
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| 221 |
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input_folder,
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| 222 |
+
output_name,
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| 223 |
+
duration,
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| 224 |
+
quality,
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| 225 |
+
width,
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| 226 |
+
height,
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| 227 |
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shuffle
|
| 228 |
+
],
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| 229 |
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outputs=[output, error_msg]
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| 230 |
+
).then(
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| 231 |
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fn=lambda x: x if x else None,
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| 232 |
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inputs=[output],
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| 233 |
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outputs=[preview]
|
| 234 |
+
)
|
| 235 |
+
|
| 236 |
+
|
| 237 |
+
if __name__ == "__main__":
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| 238 |
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interface.launch(
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| 239 |
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server_name="0.0.0.0",
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| 240 |
+
server_port=7860,
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| 241 |
+
share=True,
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| 242 |
+
show_error=True
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| 243 |
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)
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