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import gradio as gr | |
from rembg import remove | |
from PIL import Image | |
from flask import Flask, request, jsonify | |
app = Flask(__name__) | |
def remove_background(input_image): | |
output_image = remove(input_image) | |
return output_image | |
inputs = gr.inputs.Image() | |
outputs = gr.outputs.Image(type='pil') | |
interface = gr.Interface(fn=remove_background, inputs=inputs, outputs=outputs, title="Remove Background", description="This App removes the background from an image.", api="flask") | |
interface.launch() | |
def remove_background_api(): | |
input_image = Image.open(request.files["input"]) | |
output_image = remove_background(input_image) | |
return jsonify({"output": output_image}) | |
# Custom HTML block with API instructions | |
interface.interface_html = """ | |
<div style="padding: 1rem; margin: 1rem 0; border: 1px solid black;"> | |
<h3>API Instructions:</h3> | |
<ol> | |
<li>Send a POST request to the '/api/remove-background' endpoint with an image file in the 'input' field of the request body.</li> | |
<li>The output image will be returned as a byte string in the 'output' field of the JSON response.</li> | |
</ol> | |
</div> | |
""" |