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import gradio as gr | |
import os | |
import subprocess | |
# Define directories for uploads and outputs | |
UPLOAD_FOLDER = 'uploads_gradio' | |
OUTPUT_FOLDER = 'outputs_gradio' | |
# Create directories if they don't exist | |
os.makedirs(UPLOAD_FOLDER, exist_ok=True) | |
os.makedirs(OUTPUT_FOLDER, exist_ok=True) | |
def animate_image(file_path): | |
""" | |
Function to process the uploaded image and generate an animated GIF. | |
Args: | |
file_path (str): Path to the uploaded file. | |
Returns: | |
str: Path to the generated GIF. | |
""" | |
if not file_path: | |
raise ValueError("No file uploaded.") | |
# 'file_path' is a string path to the uploaded file | |
input_path = file_path | |
filename = os.path.basename(input_path) | |
base, ext = os.path.splitext(filename) | |
# Define the annotation directory for this specific image | |
char_anno_dir = os.path.join(OUTPUT_FOLDER, f"{base}_out") | |
os.makedirs(char_anno_dir, exist_ok=True) | |
try: | |
# Validate file extension | |
allowed_extensions = ['.png', '.jpg', '.jpeg', '.bmp'] | |
if ext.lower() not in allowed_extensions: | |
raise ValueError("Unsupported file type. Please upload an image file (png, jpg, jpeg, bmp).") | |
# Run the image_to_animation.py script with required arguments | |
subprocess.run([ | |
'python', 'examples/image_to_animation.py', | |
input_path, char_anno_dir | |
# Optionally, add motion_cfg_fn and retarget_cfg_fn here if needed | |
], check=True) | |
# Path to the generated GIF | |
gif_path = os.path.join(char_anno_dir, "video.gif") | |
if os.path.exists(gif_path): | |
return gif_path | |
else: | |
raise FileNotFoundError("Animation failed to generate. Please ensure the input image contains clear humanoid drawings.") | |
except subprocess.CalledProcessError as e: | |
raise RuntimeError(f"Error during processing: {e}") | |
except Exception as e: | |
raise RuntimeError(f"Unexpected error: {e}") | |
# Define the Gradio interface using the updated API | |
iface = gr.Interface( | |
fn=animate_image, | |
inputs=gr.Image(label="Upload Drawing", type="filepath", sources=["upload", "webcam"]), | |
outputs=gr.Image(label="Animated GIF"), | |
title="Animated Drawings", | |
description="Upload your drawing or take a photo, and get an animated GIF." | |
) | |
if __name__ == "__main__": | |
iface.launch() |