INNER CODE UNIT · Python

process

davidefiocco/streamlit-fastapi-model-serving · streamlit/ui.py:13

def process(image, server_url: str):

    m = MultipartEncoder(fields={"file": ("filename", image, "image/jpeg")})

    r = requests.post(
        server_url, data=m, headers={"Content-Type": m.content_type}, timeout=8000
    )

    return r


# construct UI layout
st.title("DeepLabV3 image segmentation")

st.write(
    """Obtain semantic segmentation maps of the image in input via DeepLabV3 implemented in PyTorch.
         This streamlit example uses a FastAPI service as backend.
         Visit this URL at `:8000/docs` for FastAPI documentation."""

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