Init funtional of api

.gitignore

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+__pycache__/main.cpython-311.pyc

README.md

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+Api to get emotions, age, gender , race and rectangle of face.
+
+in a Post in http://127.0.0.1:7860/faces/ with a json  in body with this format:
+
+{"path":"data/3.jpg","actions":["age", "gender", "emotion", "race"]}
+
+
+** install
+
+install requeriments.txt

main.py

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+from deepface import DeepFace
+from fastapi import FastAPI
+from pydantic import BaseModel
+from typing import Optional
+# objs = DeepFace.analyze(img_path = "data/1.jpg", 
+#         actions = ['age', 'gender', 'race', 'emotion']
+# )
+# print(objs)
+# objs = DeepFace.analyze(img_path = "data/2.jpg", 
+#         actions = ['age', 'gender', 'race', 'emotion']
+# )
+# print(objs)
+# objs = DeepFace.analyze(img_path = "data/3.jpg", 
+#         actions = ['age', 'gender', 'race', 'emotion']
+# )
+# print(objs)
+# objs = DeepFace.analyze(img_path = "data/4.jpg", 
+#         actions = ['age', 'gender', 'race', 'emotion']
+# )
+# print(objs)
+
+# print(objs)
+
+class Response(BaseModel):
+    path: str
+    actions : Optional[list] = ['age', 'gender', 'race', 'emotion']
+app = FastAPI()
+@app.get("/")
+def read_main():
+    return {"message": "This is your main app"}
+@app.post("/faces/")
+def calculate_api(response: Response):
+    path = response.path
+    actions = response.actions
+    objs = DeepFace.analyze(img_path =path, 
+        actions = actions)
+    return objs

requeriments.txt

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+absl-py==2.0.0
+annotated-types==0.6.0
+anyio==3.7.1
+astunparse==1.6.3
+beautifulsoup4==4.12.2
+blinker==1.7.0
+cachetools==5.3.2
+certifi==2023.11.17
+charset-normalizer==3.3.2
+click==8.1.7
+deepface==0.0.80
+Deprecated==1.2.14
+fastapi==0.106.0
+filelock==3.13.1
+fire==0.5.0
+Flask==3.0.0
+flatbuffers==23.5.26
+gast==0.5.4
+gdown==4.7.1
+google-auth==2.25.2
+google-auth-oauthlib==1.2.0
+google-pasta==0.2.0
+grpcio==1.60.0
+gunicorn==21.2.0
+h11==0.14.0
+h5py==3.10.0
+idna==3.6
+itsdangerous==2.1.2
+Jinja2==3.1.2
+keras==2.15.0
+libclang==16.0.6
+Markdown==3.5.1
+MarkupSafe==2.1.3
+ml-dtypes==0.2.0
+mtcnn==0.1.1
+numpy==1.26.2
+oauthlib==3.2.2
+opencv-python==4.8.1.78
+opt-einsum==3.3.0
+packaging==23.2
+pandas==2.1.4
+Pillow==10.1.0
+protobuf==4.23.4
+pyasn1==0.5.1
+pyasn1-modules==0.3.0
+pydantic==2.5.3
+pydantic_core==2.14.6
+PySocks==1.7.1
+python-dateutil==2.8.2
+pytz==2023.3.post1
+requests==2.31.0
+requests-oauthlib==1.3.1
+retina-face==0.0.13
+rsa==4.9
+six==1.16.0
+sniffio==1.3.0
+soupsieve==2.5
+starlette==0.27.0
+tensorboard==2.15.1
+tensorboard-data-server==0.7.2
+tensorflow==2.15.0.post1
+tensorflow-estimator==2.15.0
+tensorflow-io-gcs-filesystem==0.35.0
+termcolor==2.4.0
+tqdm==4.66.1
+typing_extensions==4.9.0
+tzdata==2023.3
+urllib3==2.1.0
+uvicorn==0.25.0
+Werkzeug==3.0.1
+wrapt==1.14.1

run.sh

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+uvicorn main:app --reload --port 7860