Spaces:
Running
Running
5th ver, last
Browse files
app.py
CHANGED
@@ -59,8 +59,9 @@ def main():
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if 'final_video_path' not in st.session_state:
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st.session_state.final_video_path = None
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# Restart function to reset session state
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def restart():
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st.session_state.process_complete = False
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st.session_state.temp_dir = None
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st.session_state.final_video_path = None
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st.session_state.
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st.rerun() # Use st.rerun() instead of experimental_rerun
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# ---------------- CUSTOM CSS FOR A PROFESSIONAL, DARK THEME ----------------
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padding-left: 1rem;
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margin-left: 1rem;
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}
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/*
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.
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box-shadow: 0 0 30px rgba(142, 68, 173, 0.4);
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text-align: center;
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}
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.processing-title {
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font-size: 1.5rem;
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color: #ffffff;
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margin-bottom: 15px;
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font-weight: bold;
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}
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.processing-stage {
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margin: 15px 0;
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font-size: 1.1rem;
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color: #f1f1f1;
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}
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.pulse {
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animation: pulse 2s infinite;
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}
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@keyframes pulse {
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0% { opacity: 1; }
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50% { opacity: 0.6; }
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100% { opacity: 1; }
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}
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.progress-bar-container {
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width: 100%;
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background-color: rgba(255, 255, 255, 0.2);
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border-radius: 5px;
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margin: 15px 0;
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overflow: hidden;
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}
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.progress-bar {
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height: 10px;
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background-image: linear-gradient(45deg, #8e44ad, #732d91);
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border-radius: 5px;
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transition: width 0.5s ease;
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}
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/* Rainbow spinner animation */
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.spinner {
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width: 40px;
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height: 40px;
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margin: 15px auto;
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border: 4px solid transparent;
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border-radius: 50%;
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border-image: linear-gradient(45deg, purple, blue, cyan, green, yellow, orange, red) 1;
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animation: spin 1s linear infinite;
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}
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@keyframes spin {
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0% { transform: rotate(0deg); }
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100% { transform: rotate(360deg); }
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}
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</style>
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""",
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unsafe_allow_html=True
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)
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# Show results if processing is complete
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if st.session_state.process_complete and st.session_state.final_video_path is not None:
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# Show enhanced processing status if in processing mode
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if st.session_state.processing:
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# Define processing stages
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stages = [
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"Initializing the morphing pipeline...",
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"Loading and processing images...",
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"Generating keyframes with diffusion model...",
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"Creating intermediate frames...",
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"Finalizing your morphing video...",
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]
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# Calculate progress percentage (artifically progressing based on time since start)
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progress = min(st.session_state.progress_stage / len(stages), 1.0)
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# Show processing status
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st.markdown(
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f"""
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<div class="processing-box">
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<div class="processing-title">🔮 Creating Your Morphing Video</div>
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<div class="spinner"></div>
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<div class="processing-stage pulse">{stages[st.session_state.progress_stage]}</div>
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<div class="progress-bar-container">
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<div class="progress-bar" style="width: {int(progress * 100)}%"></div>
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</div>
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<div class="processing-stage">Please wait while we work our magic...</div>
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</div>
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""",
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unsafe_allow_html=True
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)
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# ---------------- SECTION 1: IMAGE & PROMPT INPUTS ----------------
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st.subheader("1. Upload Source Images & Prompts")
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st.markdown("**Note:** Your uploaded images must be of similar topology and same size to achieve the best results.")
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# Create a container for the run button and its status messages
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run_container = st.container()
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with run_container:
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# Button text changes based on processing state
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button_text = "Processing... Please Wait" if st.session_state.processing else "Run Morphing Pipeline"
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# Button is disabled during processing
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if st.button(button_text, key="run_pipeline", disabled=st.session_state.processing):
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#
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try:
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st.session_state.temp_dir = temp_dir
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# Save uploaded images
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imgA_path = os.path.join(temp_dir, "imageA.png")
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imgB_path = os.path.join(temp_dir, "imageB.png")
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save_uploaded_file(uploaded_image_A, imgA_path)
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save_uploaded_file(uploaded_image_B, imgB_path)
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# Update progress stage
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st.session_state.progress_stage = 1
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st.rerun() # Refresh to update progress
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# Create output directories
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timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
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output_dir = os.path.join(temp_dir, f"morph_results_{timestamp}")
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film_output_dir = os.path.join(temp_dir, f"film_output_{timestamp}")
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os.makedirs(output_dir, exist_ok=True)
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os.makedirs(film_output_dir, exist_ok=True)
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sys.executable, "run_morphing.py",
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"--model_path", actual_model_path,
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"--image_path_0", imgA_path,
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"--image_path_1", imgB_path,
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"--prompt_0", prompt_A,
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"--prompt_1", prompt_B,
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"--output_path", output_dir,
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"--film_output_folder", film_output_dir,
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"--num_frames", str(num_frames),
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"--fps", str(output_fps)
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]
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if enable_lcm_lora:
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cmd.append("--use_lcm")
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if use_adain:
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cmd.append("--use_adain")
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if use_reschedule:
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cmd.append("--use_reschedule")
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if use_film:
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cmd.append("--use_film")
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# Add film recursion parameter
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cmd.extend(["--film_num_recursions", str(film_recursions)])
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# Update progress stage - Start generating keyframes
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st.session_state.progress_stage = 2
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st.rerun() # Refresh to update progress
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# Run the morphing process
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try:
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subprocess.run(cmd, check=True)
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# Update progress stage - Creating intermediate frames
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st.session_state.progress_stage = 3
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st.rerun() # Refresh to update progress
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# Check for output video
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video_found = False
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possible_outputs = [f for f in os.listdir(film_output_dir) if f.endswith(".mp4")]
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if possible_outputs:
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final_video_path = os.path.join(
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video_found = True
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st.session_state.progress_stage = 4
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st.rerun() # Refresh to update progress
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if video_found:
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st.session_state.final_video_path = final_video_path
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st.session_state.process_complete = True
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st.rerun() # Show the results page
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else:
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st.error("No output video was generated. Check logs for details.")
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st.session_state.processing = False
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st.session_state.process_complete = False
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st.rerun() # Reset the interface
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except subprocess.CalledProcessError as e:
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st.error(f"Error running morphing pipeline: {e}")
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st.session_state.processing = False
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st.session_state.process_complete = False
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st.error(f"An error occurred during processing: {e}")
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st.session_state.processing = False
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st.session_state.process_complete = False
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if __name__ == "__main__":
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main()
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if 'final_video_path' not in st.session_state:
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st.session_state.final_video_path = None
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# Initialize the download container in session state
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if 'show_download' not in st.session_state:
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st.session_state.show_download = False
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# Restart function to reset session state
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def restart():
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st.session_state.process_complete = False
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st.session_state.temp_dir = None
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st.session_state.final_video_path = None
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st.session_state.show_download = False
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st.rerun() # Use st.rerun() instead of experimental_rerun
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# ---------------- CUSTOM CSS FOR A PROFESSIONAL, DARK THEME ----------------
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padding-left: 1rem;
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margin-left: 1rem;
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}
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/* Results section styling */
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.results-section {
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margin-top: 2rem;
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padding: 1.5rem;
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background-color: rgba(0, 0, 0, 0.2);
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border-radius: 8px;
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border: 1px solid rgba(255, 255, 255, 0.1);
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}
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</style>
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""",
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unsafe_allow_html=True
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)
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# Create a persistent container for the results section
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results_container = st.container()
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# Show results if processing is complete
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if st.session_state.process_complete and st.session_state.final_video_path is not None:
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with results_container:
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st.markdown("<div class='results-section'>", unsafe_allow_html=True)
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st.success("Morphing complete! 🎉")
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try:
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with open(st.session_state.final_video_path, "rb") as f:
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video_bytes = f.read()
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st.session_state.video_bytes = video_bytes # Store video bytes in session state
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st.video(video_bytes)
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st.download_button(
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"Download Morphing Video",
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data=video_bytes,
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file_name="metamorph_result.mp4",
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mime="video/mp4"
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)
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st.session_state.show_download = True
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# Add a restart button to clear the session state and start over
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if st.button("Start New Morphing Project", key="restart"):
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restart()
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except Exception as e:
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st.error(f"Error preparing video for download: {e}")
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st.markdown("</div>", unsafe_allow_html=True)
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# ---------------- SECTION 1: IMAGE & PROMPT INPUTS ----------------
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st.subheader("1. Upload Source Images & Prompts")
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st.markdown("**Note:** Your uploaded images must be of similar topology and same size to achieve the best results.")
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# Create a container for the run button and its status messages
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run_container = st.container()
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# Create a separate container for displaying the download button
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download_container = st.container()
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# Check if we should display the download button even when the form is disabled
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if st.session_state.show_download and st.session_state.final_video_path is not None:
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with download_container:
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st.markdown("<div class='results-section'>", unsafe_allow_html=True)
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st.success("Morphing complete! 🎉")
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try:
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with open(st.session_state.final_video_path, "rb") as f:
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video_bytes = f.read()
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st.video(video_bytes)
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st.download_button(
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"Download Morphing Video",
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data=video_bytes,
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file_name="metamorph_result.mp4",
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mime="video/mp4"
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)
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# Add a restart button to clear the session state and start over
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if st.button("Start New Morphing Project", key="restart_bottom"):
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restart()
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except Exception as e:
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st.error(f"Error preparing video for download: {e}")
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st.markdown("</div>", unsafe_allow_html=True)
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with run_container:
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# Button text changes based on processing state
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button_text = "Processing... Please Wait" if st.session_state.processing else "Run Morphing Pipeline"
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# Button is disabled during processing
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if st.button(button_text, key="run_pipeline", disabled=st.session_state.processing):
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if not (uploaded_image_A and uploaded_image_B):
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st.error("Please upload both images before running the morphing pipeline.")
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else:
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# Set the processing state to True to prevent multiple runs
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st.session_state.processing = True
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st.info("Processing your morphing request. Please wait...")
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# Create a temporary folder for processing
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temp_dir = create_temp_folder()
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st.session_state.temp_dir = temp_dir
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try:
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# Save uploaded images
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imgA_path = os.path.join(temp_dir, "imageA.png")
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imgB_path = os.path.join(temp_dir, "imageB.png")
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save_uploaded_file(uploaded_image_A, imgA_path)
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save_uploaded_file(uploaded_image_B, imgB_path)
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# Create output directories
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timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
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output_dir = os.path.join(temp_dir, f"morph_results_{timestamp}")
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film_output_dir = os.path.join(temp_dir, f"film_output_{timestamp}")
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428 |
+
os.makedirs(output_dir, exist_ok=True)
|
429 |
+
os.makedirs(film_output_dir, exist_ok=True)
|
430 |
|
431 |
+
actual_model_path = (
|
432 |
+
"lykon/dreamshaper-7" if model_option == "Dreamshaper-7 (fine-tuned SD V1-5)"
|
433 |
+
else "stabilityai/stable-diffusion-2-1-base" if model_option == "Base Stable Diffusion V2-1"
|
434 |
+
else "sd-legacy/stable-diffusion-v1-5"
|
435 |
+
)
|
436 |
+
|
437 |
+
# Build the command for run_morphing.py
|
438 |
+
cmd = [
|
439 |
+
sys.executable, "run_morphing.py",
|
440 |
+
"--model_path", actual_model_path,
|
441 |
+
"--image_path_0", imgA_path,
|
442 |
+
"--image_path_1", imgB_path,
|
443 |
+
"--prompt_0", prompt_A,
|
444 |
+
"--prompt_1", prompt_B,
|
445 |
+
"--output_path", output_dir,
|
446 |
+
"--film_output_folder", film_output_dir,
|
447 |
+
"--num_frames", str(num_frames),
|
448 |
+
"--fps", str(output_fps)
|
449 |
+
]
|
450 |
+
|
451 |
+
if enable_lcm_lora:
|
452 |
+
cmd.append("--use_lcm")
|
453 |
+
if use_adain:
|
454 |
+
cmd.append("--use_adain")
|
455 |
+
if use_reschedule:
|
456 |
+
cmd.append("--use_reschedule")
|
457 |
+
if use_film:
|
458 |
+
cmd.append("--use_film")
|
459 |
+
|
460 |
+
# Add film recursion parameter
|
461 |
+
cmd.extend(["--film_num_recursions", str(film_recursions)])
|
462 |
+
|
463 |
+
# Run the morphing process
|
464 |
try:
|
465 |
+
subprocess.run(cmd, check=True)
|
|
|
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|
|
466 |
|
467 |
+
# Check for output video
|
468 |
+
video_found = False
|
469 |
+
possible_outputs = [f for f in os.listdir(film_output_dir) if f.endswith(".mp4")]
|
470 |
+
if possible_outputs:
|
471 |
+
final_video_path = os.path.join(film_output_dir, possible_outputs[0])
|
472 |
+
video_found = True
|
473 |
|
474 |
+
if not video_found:
|
475 |
+
possible_outputs = [f for f in os.listdir(output_dir) if f.endswith(".mp4")]
|
|
|
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|
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|
|
|
|
|
|
|
|
|
476 |
if possible_outputs:
|
477 |
+
final_video_path = os.path.join(output_dir, possible_outputs[0])
|
478 |
video_found = True
|
479 |
+
|
480 |
+
if video_found:
|
481 |
+
st.session_state.final_video_path = final_video_path
|
482 |
+
st.session_state.process_complete = True
|
483 |
+
st.session_state.show_download = True
|
484 |
+
st.rerun() # This is crucial for showing the results page
|
485 |
+
else:
|
486 |
+
st.error("No output video was generated. Check logs for details.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
487 |
st.session_state.processing = False
|
488 |
st.session_state.process_complete = False
|
489 |
+
|
490 |
+
except subprocess.CalledProcessError as e:
|
491 |
+
st.error(f"Error running morphing pipeline: {e}")
|
|
|
492 |
st.session_state.processing = False
|
493 |
st.session_state.process_complete = False
|
494 |
+
|
495 |
+
except Exception as e:
|
496 |
+
st.error(f"An error occurred during processing: {e}")
|
497 |
+
st.session_state.processing = False
|
498 |
+
st.session_state.process_complete = False
|
499 |
|
500 |
if __name__ == "__main__":
|
501 |
main()
|