video / app.py
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import cv2
import gradio as gr
import os
import tempfile
from pathlib import Path
def images_to_video(input_files, fps=30):
# Create a temporary directory to store images
with tempfile.TemporaryDirectory() as temp_dir:
# Save uploaded files to temp directory
for i, file_info in enumerate(input_files):
file_path = os.path.join(temp_dir, f"image_{i}{Path(file_info.name).suffix}")
with open(file_path, 'wb') as file:
file.write(file_info.read())
# Get all the image files from temp directory
images = [img for img in os.listdir(temp_dir) if img.lower().endswith(('.png', '.jpg', '.jpeg'))]
if not images:
raise ValueError("No images found to create a video.")
images.sort() # Sort the images by name
# Read the first image to set the video size
frame = cv2.imread(os.path.join(temp_dir, images[0]))
height, width, layers = frame.shape
size = (width, height)
# Create a unique filename for the output video
video_filename = os.path.join('/mnt/data', 'output_video.mp4')
# Initialize the video writer
out = cv2.VideoWriter(video_filename, cv2.VideoWriter_fourcc(*'mp4v'), fps, size)
# Loop through all images and add to the video
for image in images:
frame = cv2.imread(os.path.join(temp_dir, image))
out.write(frame)
# Release the video writer
out.release()
# Return the path of the created video file
return video_filename
# Create the Gradio interface
iface = gr.Interface(
fn=images_to_video,
inputs=[gr.inputs.Image(type="file", label="Upload Images", multiple=True)],
outputs=gr.outputs.Video(label="Output Video"),
title="Images to Video Converter",
description="Upload multiple images to create a video."
)
# Launch the interface
iface.launch()