Update app.py
Browse files
app.py
CHANGED
|
@@ -5,46 +5,54 @@ from PIL import Image
|
|
| 5 |
from io import BytesIO
|
| 6 |
import base64
|
| 7 |
import requests
|
| 8 |
-
import numpy as np
|
| 9 |
|
| 10 |
-
#
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
|
| 12 |
def swap_face_api(source_img, target_img, doFaceEnhancer):
|
| 13 |
try:
|
| 14 |
api_key = get_random_api_key()
|
| 15 |
api_url = "https://tuan2308-face-swap-predict.hf.space/api/predict/"
|
| 16 |
|
| 17 |
-
#
|
| 18 |
-
source_pil = Image.fromarray(source_img)
|
| 19 |
source_bytes = BytesIO()
|
| 20 |
-
|
| 21 |
-
source_b64 =
|
| 22 |
-
|
| 23 |
|
| 24 |
-
target_pil = Image.fromarray(target_img)
|
| 25 |
target_bytes = BytesIO()
|
| 26 |
-
|
| 27 |
-
target_b64 =
|
| 28 |
|
|
|
|
| 29 |
payload = {
|
| 30 |
-
"
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
doFaceEnhancer
|
| 34 |
-
],
|
| 35 |
-
"api_key": api_key
|
| 36 |
}
|
| 37 |
|
| 38 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 39 |
response.raise_for_status()
|
| 40 |
|
| 41 |
-
|
| 42 |
-
|
| 43 |
result = response.json()
|
| 44 |
-
result_data = result["data"][0]
|
| 45 |
-
|
| 46 |
-
output_image = Image.open(BytesIO(result_decoded))
|
| 47 |
|
|
|
|
|
|
|
| 48 |
return output_image
|
| 49 |
|
| 50 |
except requests.exceptions.RequestException as e:
|
|
@@ -54,17 +62,17 @@ def swap_face_api(source_img, target_img, doFaceEnhancer):
|
|
| 54 |
print(f"Ошибка: {e}")
|
| 55 |
return None
|
| 56 |
|
| 57 |
-
|
| 58 |
iface = gr.Interface(
|
| 59 |
fn=swap_face_api,
|
| 60 |
inputs=[
|
| 61 |
-
gr.Image(type="
|
| 62 |
-
gr.Image(type="
|
| 63 |
gr.Checkbox(label="Face Enhancer?")
|
| 64 |
],
|
| 65 |
-
outputs=gr.Image(type="pil", label="Output Image"),
|
| 66 |
title="Face Swap via API"
|
| 67 |
)
|
| 68 |
|
| 69 |
-
iface.launch(server_name="0.0.0.0", server_port=7860)
|
| 70 |
|
|
|
|
| 5 |
from io import BytesIO
|
| 6 |
import base64
|
| 7 |
import requests
|
|
|
|
| 8 |
|
| 9 |
+
# Получаем ключи API из секретной переменной
|
| 10 |
+
KEYS = os.getenv("KEYS", "").split(",")
|
| 11 |
+
|
| 12 |
+
# Создаем функцию для получения случайного ключа API
|
| 13 |
+
def get_random_api_key():
|
| 14 |
+
if not KEYS:
|
| 15 |
+
raise ValueError("KEYS environment variable is not set or empty.")
|
| 16 |
+
return random.choice(KEYS)
|
| 17 |
|
| 18 |
def swap_face_api(source_img, target_img, doFaceEnhancer):
|
| 19 |
try:
|
| 20 |
api_key = get_random_api_key()
|
| 21 |
api_url = "https://tuan2308-face-swap-predict.hf.space/api/predict/"
|
| 22 |
|
| 23 |
+
# Преобразуем изображения в base64
|
|
|
|
| 24 |
source_bytes = BytesIO()
|
| 25 |
+
source_img.save(source_bytes, format="JPEG")
|
| 26 |
+
source_b64 = source_bytes.getvalue()
|
|
|
|
| 27 |
|
|
|
|
| 28 |
target_bytes = BytesIO()
|
| 29 |
+
target_img.save(target_bytes, format="JPEG")
|
| 30 |
+
target_b64 = target_bytes.getvalue()
|
| 31 |
|
| 32 |
+
# Создаем полезные данные для POST-запроса
|
| 33 |
payload = {
|
| 34 |
+
"source_file": ("source.jpg", source_b64, "image/jpeg"),
|
| 35 |
+
"target_file": ("target.jpg", target_b64, "image/jpeg"),
|
| 36 |
+
"doFaceEnhancer": doFaceEnhancer
|
|
|
|
|
|
|
|
|
|
| 37 |
}
|
| 38 |
|
| 39 |
+
# Создаем заголовки с API ключом
|
| 40 |
+
headers = {
|
| 41 |
+
"Content-Type": "multipart/form-data",
|
| 42 |
+
"Authorization": f"Bearer {api_key}"
|
| 43 |
+
}
|
| 44 |
+
|
| 45 |
+
# Отправляем POST-запрос
|
| 46 |
+
response = requests.post(api_url, files=payload)
|
| 47 |
response.raise_for_status()
|
| 48 |
|
| 49 |
+
# Получаем результат
|
|
|
|
| 50 |
result = response.json()
|
| 51 |
+
result_data = result["data"][0] # Убедитесь, что индекс корректный
|
| 52 |
+
result_b64 = base64.b64decode(result_data)
|
|
|
|
| 53 |
|
| 54 |
+
# Преобразуем результат в изображение PIL
|
| 55 |
+
output_image = Image.open(BytesIO(result_b64))
|
| 56 |
return output_image
|
| 57 |
|
| 58 |
except requests.exceptions.RequestException as e:
|
|
|
|
| 62 |
print(f"Ошибка: {e}")
|
| 63 |
return None
|
| 64 |
|
| 65 |
+
# Создаем интерфейс Gradio
|
| 66 |
iface = gr.Interface(
|
| 67 |
fn=swap_face_api,
|
| 68 |
inputs=[
|
| 69 |
+
gr.Image(type="pil", label="Source Image"),
|
| 70 |
+
gr.Image(type="pil", label="Target Image"),
|
| 71 |
gr.Checkbox(label="Face Enhancer?")
|
| 72 |
],
|
| 73 |
+
outputs=gr.Image(type="pil", label="Output Image"),
|
| 74 |
title="Face Swap via API"
|
| 75 |
)
|
| 76 |
|
| 77 |
+
iface.launch(server_name="0.0.0.0", server_port=7860) # Запускаем на всех интерфейсах
|
| 78 |
|