import streamlit as st from moviepy.editor import * import tempfile, os from transformers import pipeline st.title("Simplified Text-to-Video (No TTS temporarily)") @st.cache_resource() def load_model(): return pipeline('text-to-video-generation', model='cerspense/zeroscope_v2_576w') video_gen = load_model() input_text = st.text_area("Enter short text (max 50 chars):", max_chars=50) if st.button("Generate Video"): if input_text: with st.spinner("Generating video..."): video_output = video_gen(input_text, num_frames=10) video_tensor = video_output["video"] video_np = (video_tensor * 255).astype('uint8') video_filename = tempfile.mktemp(".mp4") clips = [ImageClip(frame).set_duration(0.3) for frame in video_np] final_clip = concatenate_videoclips(clips, method="compose") final_clip.write_videofile(video_filename, fps=5) st.video(video_filename) os.remove(video_filename) else: st.warning("Please enter text.")