Spaces:
Running
Running
File size: 2,283 Bytes
6f026d4 c3500d3 6f026d4 c3500d3 6f026d4 c3500d3 6f026d4 1459414 4e2e497 853952c 6f026d4 4e2e497 6f026d4 4e2e497 6f026d4 4e2e497 6f026d4 4e2e497 6f026d4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 |
# app.py
import os
import uuid
import subprocess
from pathlib import Path
import gradio as gr
FRAME1 = Path("demo/frame1.png")
FRAME2 = Path("demo/frame2.png")
TARGET_DIR = "/home/user/app/output/"
PALETTE_PNG = Path(TARGET_DIR) / "palette.png"
OUTPUT_GIF = Path(TARGET_DIR) / "output.gif"
os.makedirs(TARGET_DIR, exist_ok=True)
def interpolate_image(img_a_path: str, img_b_path: str) -> tuple[str, str]:
# 1) Run inference to generate frames into TARGET_DIR/img%d.png
subprocess.run([
"python3", "inference_img.py",
"--img", str(img_a_path), str(img_b_path),
"--exp", "4"
], check=True)
# 2) Generate palette from frames
subprocess.run([
"ffmpeg", "-y", "-r", "14", "-f", "image2",
"-i", f"{TARGET_DIR}img%d.png",
"-vf", "palettegen=stats_mode=single",
"-frames:v", "1",
str(PALETTE_PNG)
], check=True)
# 3) Generate final GIF using palette
subprocess.run([
"ffmpeg", "-y", "-r", "14", "-f", "image2",
"-i", f"{TARGET_DIR}img%d.png",
"-i", str(PALETTE_PNG),
"-lavfi", "paletteuse",
str(OUTPUT_GIF)
], check=True)
return str(OUTPUT_GIF), str(OUTPUT_GIF)
with gr.Blocks(title="RIFE Interpolation") as demo:
with gr.Tab("Demo"):
gr.Markdown("### Demo: Preloaded images")
input_imageA = gr.Image(type="filepath", value=str(FRAME1), label="Image A")
input_imageB = gr.Image(type="filepath", value=str(FRAME2), label="Image B")
run_btn = gr.Button("Interpolate")
result_img = gr.Image(type="filepath", label="Interpolated GIF")
result_path = gr.Textbox(label="Output path", interactive=False)
run_btn.click(interpolate_image, [input_imageA, input_imageB], [result_img, result_path])
with gr.Tab("Upload your images"):
gr.Markdown("### Upload any two images")
user_A = gr.Image(type="filepath", label="Image A")
user_B = gr.Image(type="filepath", label="Image B")
run_btn2 = gr.Button("Interpolate")
user_img = gr.Image(type="filepath", label="Interpolated GIF")
user_path = gr.Textbox(label="Output path", interactive=False)
run_btn2.click(interpolate_image, [user_A, user_B], [user_img, user_path])
demo.launch()
|