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Create app.py
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# Import required libraries
import streamlit as st
import cv2
import numpy as np
import tempfile
# Streamlit app title
st.title("Video Interpolation App 🎥")
# Function to read video and return frames
def read_video(video_path):
cap = cv2.VideoCapture(video_path)
frames = []
while True:
ret, frame = cap.read()
if not ret:
break
frames.append(frame)
cap.release()
return frames
# Function to interpolate between two frames
def interpolate_frames(frame1, frame2, alpha):
return cv2.addWeighted(frame1, 1 - alpha, frame2, alpha, 0)
# Upload videos
uploaded_files = st.file_uploader("Upload Video Files", type=["mp4"], accept_multiple_files=True)
if uploaded_files:
video_paths = []
for file in uploaded_files:
tfile = tempfile.NamedTemporaryFile(delete=False)
tfile.write(file.read())
video_paths.append(tfile.name)
st.write("Uploaded video files:", video_paths)
# Read videos and get frames
all_frames = []
for path in video_paths:
frames = read_video(path)
all_frames.append(frames)
# Placeholder for future functionality
st.write("Interpolation will be performed here.")
# Compile frames into new video (placeholder)
st.write("The new video will be compiled here.")