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import gradio as gr | |
import spaces | |
from modelscope.pipelines import pipeline | |
from modelscope.outputs import OutputKeys | |
pipe = pipeline(task='image-to-video', model='damo/Image-to-Video', model_revision='v1.1.0') | |
def infer (image_in): | |
# IMG_PATH: your image path (url or local file) | |
IMG_PATH = image_in | |
output_video_path = pipe(IMG_PATH, output_video='output.mp4')[OutputKeys.OUTPUT_VIDEO] | |
print(output_video_path) | |
return output_video_path | |
css=""" | |
#col-container { | |
max-width: 580px; | |
margin-left: auto; | |
margin-right: auto; | |
} | |
.animate-spin { | |
animation: spin 1s linear infinite; | |
} | |
@keyframes spin { | |
from { | |
transform: rotate(0deg); | |
} | |
to { | |
transform: rotate(360deg); | |
} | |
} | |
#share-btn-container { | |
display: flex; | |
padding-left: 0.5rem !important; | |
padding-right: 0.5rem !important; | |
background-color: #000000; | |
justify-content: center; | |
align-items: center; | |
border-radius: 9999px !important; | |
max-width: 15rem; | |
height: 36px; | |
} | |
div#share-btn-container > div { | |
flex-direction: row; | |
background: black; | |
align-items: center; | |
} | |
#share-btn-container:hover { | |
background-color: #060606; | |
} | |
#share-btn { | |
all: initial; | |
color: #ffffff; | |
font-weight: 600; | |
cursor:pointer; | |
font-family: 'IBM Plex Sans', sans-serif; | |
margin-left: 0.5rem !important; | |
padding-top: 0.5rem !important; | |
padding-bottom: 0.5rem !important; | |
right:0; | |
} | |
#share-btn * { | |
all: unset; | |
} | |
#share-btn-container div:nth-child(-n+2){ | |
width: auto !important; | |
min-height: 0px !important; | |
} | |
#share-btn-container .wrap { | |
display: none !important; | |
} | |
#share-btn-container.hidden { | |
display: none!important; | |
} | |
div#component-7 { | |
/* display: flex; */ | |
align-items: center; | |
/* justify-content: center; */ | |
} | |
img[src*='#center'] { | |
display: block; | |
margin: unset; | |
margin-top: 6px; | |
} | |
.footer { | |
margin-bottom: 45px; | |
margin-top: 10px; | |
text-align: center; | |
border-bottom: 1px solid #e5e5e5; | |
} | |
.footer > p { | |
font-size: .8rem; | |
display: inline-block; | |
padding: 0 10px; | |
transform: translateY(16px); | |
background: white; | |
} | |
.dark .footer { | |
border-color: #303030; | |
} | |
.dark .footer > p { | |
background: #0b0f19; | |
} | |
""" | |
with gr.Blocks(css=css) as demo: | |
with gr.Column(elem_id="col-container"): | |
gr.Markdown(""" | |
<h1 style="text-align: center;"> | |
MS Image2Video | |
</h1> | |
<p style="text-align: center;"> | |
Turn any image into a video ! <br /> | |
To use this demo, simply upload an image and hit the Submit button. <br /> | |
Don't forget to share your results with the <a href="https://huggingface.co/spaces/fffiloni/MS-Image2Video/discussions">Community</a> ;) | |
</p> | |
""") | |
image_in = gr.Image( | |
label = "Source Image", | |
sources = ["upload"], | |
type = "filepath", | |
elem_id = "image-in" | |
) | |
with gr.Row(): | |
submit_btn = gr.Button( | |
"Submit" | |
) | |
video_out = gr.Video( | |
label = "Video Result", | |
elem_id = "video-out" | |
) | |
with gr.Row(): | |
gr.Markdown(""" | |
[![Duplicate this Space](https://huggingface.co/datasets/huggingface/badges/raw/main/duplicate-this-space-lg.svg#center)](https://huggingface.co/spaces/fffiloni/MS-Image2Video-cloning?duplicate=true) | |
""") | |
gr.Examples( | |
examples = [ | |
[ | |
"./examples/renaissance.png", | |
], | |
[ | |
"./examples/reverie.png", | |
], | |
[ | |
"./examples/animals_firecamp.png", | |
], | |
[ | |
"./examples/adventurer.png", | |
], | |
[ | |
"./examples/anime_girl.png", | |
], | |
[ | |
"./examples/hopper_nighthawks.jpeg", | |
], | |
[ | |
"./examples/joconde.png", | |
], | |
[ | |
"./examples/medieval_barmaid.png", | |
], | |
[ | |
"./examples/old_ladies.jpeg", | |
], | |
[ | |
"./examples/snow_white.png", | |
], | |
[ | |
"./examples/violonist.png", | |
], | |
[ | |
"./examples/voilier.jpeg", | |
], | |
[ | |
"./examples/wet_coast.jpeg", | |
], | |
[ | |
"./examples/winter_out.png", | |
], | |
], | |
fn = infer, | |
inputs = [ | |
image_in | |
], | |
outputs = [ | |
video_out | |
], | |
cache_examples = False | |
) | |
gr.HTML(""" | |
<div class="footer"> | |
<p> | |
MS-Image2Video Demo by 🤗 <a href="https://twitter.com/fffiloni" target="_blank">Sylvain Filoni</a> | |
</p> | |
</div> | |
""") | |
submit_btn.click( | |
fn = infer, | |
inputs = [ | |
image_in | |
], | |
outputs = [ | |
video_out | |
], | |
show_api=False | |
) | |
demo.queue(max_size=6).launch(show_api=False) |