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import rerun as rr
import rerun.blueprint as rrb
import gradio as gr
from gradio_rerun import Rerun
import time
import cv2
@rr.thread_local_stream("rerun_example_streaming_blur")
def repeated_blur(img):
stream = rr.binary_stream()
blueprint = rrb.Blueprint(
rrb.Horizontal(
rrb.Spatial2DView(origin="image/original"),
rrb.Spatial2DView(origin="image/blurred"),
),
collapse_panels=True,
)
rr.send_blueprint(blueprint)
rr.set_time_sequence("iteration", 0)
rr.log("image/original", rr.Image(img))
yield stream.read()
blur = img
for i in range(100):
rr.set_time_sequence("iteration", i)
# Pretend blurring takes a while
time.sleep(0.1)
blur = cv2.GaussianBlur(blur, (5, 5), 0)
rr.log("image/blurred", rr.Image(blur))
yield stream.read()
with gr.Blocks() as demo:
with gr.Row():
img = gr.Image(interactive=True, label="Image")
with gr.Column():
blur = gr.Button("Repeated Blur")
with gr.Row():
viewer = Rerun(streaming=True)
blur.click(repeated_blur, inputs=[img], outputs=[viewer])
demo.queue(default_concurrency_limit=10)
demo.launch()
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