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import gradio as gr | |
import io | |
import requests | |
import os | |
import base64 | |
import cv2 | |
from PIL import Image | |
import json | |
import numpy as np | |
import rsa | |
def FaceSwap(source_img, dest_img): | |
secret = os.environ['API_KEY'] | |
privateKey = os.environ["PRIVATE_KEY"] | |
publicKey = os.environ["PUBLIC_KEY"] | |
baseurl = os.environ["BASE_URL"] | |
n,e,d,p,q = privateKey.split(",") | |
n1,e1 = publicKey.split(",") | |
privateKey = rsa.PrivateKey(int(n),int(e),int(d),int(p),int(q)) | |
publicKey = rsa.PublicKey(int(n1), int(e1)) | |
encMessage = rsa.encrypt(secret.encode('utf-8'), publicKey) | |
encMessage = base64.b64encode(encMessage).decode("utf-8") | |
src_size = source_img.size | |
dest_size = dest_img.size | |
src_base64 = base64.b64encode(bytearray(source_img.tobytes())).decode('utf-8') | |
dest_base64 = base64.b64encode(bytearray(dest_img.tobytes())).decode('utf-8') | |
#Sending request to a FaceSwap API I deployed it on AWS ec2. | |
#Contact maytamaku.saidhwar@gmail.com to get access to the API. | |
api_url = f"{baseurl}/api/faceswap" | |
payload = {"source_img": str(src_base64), "dest_img": str(dest_base64), "source_size": src_size, "dest_size": dest_size} | |
headers = {'Content-Type': 'multipart/form-data', "Authorization": encMessage} | |
res = requests.post(api_url, json=payload, headers=headers, timeout=120) | |
if (res.status_code >= 200 and res.status_code <= 299): | |
res = np.array(res.json()) | |
return res | |
elif (res.status_code >= 400 and res.status_code <= 499): | |
raise gr.Error(f"Code {res.status_code}: Erron on client") | |
else: | |
raise gr.Error(f"Code {res.status_code}: Erron on server. Try after some time") | |
if __name__ == "__main__": | |
with gr.Blocks(title="Face Swap | Meet With Your new Personality") as demo: | |
gr.Interface( | |
fn=FaceSwap, | |
inputs=[ | |
gr.Image(type="pil"), | |
gr.Image(type="pil") | |
], | |
outputs=[ | |
gr.Image( | |
type="pil", | |
show_download_button=False, | |
show_share_button=False) | |
], | |
allow_flagging="never" | |
) | |
demo.queue().launch(show_api=False, favicon_path="./favicon.ico") |