update added rembg endpoint

app.py

@@ -3,6 +3,7 @@ from retinaface import RetinaFace
 import cv2
 import numpy as np
 from typing import Any, Dict
+from rembg import remove
 
 app = FastAPI()
 
@@ -31,6 +32,16 @@ async def detect_faces(file: UploadFile = File(...)):
     
     return convert_to_python_types(faces)
 
+@app.post("/remove_background")
+async def remove_background(file: UploadFile = File(...)):
+    contents = await file.read()
+    nparr = np.frombuffer(contents, np.uint8)
+    image = cv2.imdecode(nparr, cv2.IMREAD_COLOR)
+    # Remove background
+    image = remove(image)
+    
+    return image
+
 
 @app.get("/")
 def greet_json():

pixi.lock

@@ -8,24 +8,39 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/absl-py-2.1.0-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/aiofiles-23.2.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.5-py311h459d7ec_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.12-h4ab18f5_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/asyncer-0.0.7-pyhd8ed1ab_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.15.0-h6d6b9e4_1.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/cffi-1.16.0-py311hb3a22ac_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/charls-2.4.2-h59595ed_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/noarch/coloredlogs-15.0.1-pyhd8ed1ab_3.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.2.1-py311h9547e67_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.2.1-hd590300_0.conda
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@@ -37,7 +52,9 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/filelock-3.15.4-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/filetype-1.2.0-pyhd8ed1ab_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/linux-64/flatbuffers-24.3.25-h59595ed_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
@@ -46,17 +63,23 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/fribidi-1.0.10-h36c2ea0_0.tar.bz2
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.1-py311h459d7ec_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.6.1-pyhff2d567_0.conda
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+      - conda: https://conda.anaconda.org/conda-forge/noarch/gradio-4.37.2-pyhd8ed1ab_0.conda
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@@ -67,17 +90,28 @@ environments:
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   timestamp: 1716874187109
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 - kind: conda
   name: qt6-main
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@@ -3500,6 +4792,21 @@ packages:
   license_family: LGPL
   size: 47018187
   timestamp: 1719321171243
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   name: re2
   version: 2023.09.01
@@ -3531,6 +4838,58 @@ packages:
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   size: 281456
   timestamp: 1679532220005
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+  license_family: MIT
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   name: requests
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@@ -3590,6 +4949,114 @@ packages:
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   size: 184347
   timestamp: 1709150578093
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   name: setuptools
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@@ -3714,6 +5181,26 @@ packages:
   license_family: BSD
   size: 2624396
   timestamp: 1716038239983
+- kind: conda
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+  - python * *_cpython
+  - python >=3.8
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+  license_family: BSD
+  size: 4253322
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   name: tbb
   version: 2021.12.0
@@ -3896,6 +5383,25 @@ packages:
   license_family: APACHE
   size: 906195
   timestamp: 1716750135979
+- kind: conda
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+  build: pyhd8ed1ab_0
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+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/tifffile-2024.6.18-pyhd8ed1ab_0.conda
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   name: tk
   version: 8.6.13
@@ -3912,6 +5418,36 @@ packages:
   license_family: BSD
   size: 3318875
   timestamp: 1699202167581
+- kind: conda
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+  build: pyha770c72_0
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+  md5: e2d5f8153c4d4b5f4919ad1492775152
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+  size: 37086
+  timestamp: 1690458478787
+- kind: conda
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+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.1-pyhd8ed1ab_0.conda
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+  md5: 2fcb582444635e2c402e8569bb94e039
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   name: tqdm
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@@ -4077,6 +5613,22 @@ packages:
   license_family: BSD
   size: 133469
   timestamp: 1717405084224
+- kind: conda
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+  - pyyaml >=3.10
+  license: Apache-2.0
+  license_family: APACHE
+  size: 139922
+  timestamp: 1716561875196
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   name: wayland
   version: 1.23.0
@@ -4109,6 +5661,23 @@ packages:
   license_family: MIT
   size: 91386
   timestamp: 1714163816742
+- kind: conda
+  name: websockets
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+  build: py311h459d7ec_1
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+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/websockets-11.0.3-py311h459d7ec_1.conda
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+  - python_abi 3.11.* *_cp311
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 200745
+  timestamp: 1695410107238
 - kind: conda
   name: werkzeug
   version: 3.0.3
@@ -4533,6 +6102,56 @@ packages:
   license: LGPL-2.1 and GPL-2.0
   size: 418368
   timestamp: 1660346797927
+- kind: conda
+  name: yaml
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+  build: h7f98852_2
+  build_number: 2
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h7f98852_2.tar.bz2
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+  md5: 4cb3ad778ec2d5a7acbdf254eb1c42ae
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+  - libgcc-ng >=9.4.0
+  license: MIT
+  license_family: MIT
+  size: 89141
+  timestamp: 1641346969816
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+  build: py311h459d7ec_0
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+  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.9.4-py311h459d7ec_0.conda
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+  - python_abi 3.11.* *_cp311
+  license: Apache-2.0
+  license_family: Apache
+  size: 122372
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+  version: 1.0.1
+  build: hac33072_1
+  build_number: 1
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zfp-1.0.1-hac33072_1.conda
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   name: zipp
   version: 3.19.2
@@ -4564,6 +6183,22 @@ packages:
   license_family: Other
   size: 93004
   timestamp: 1716874213487
+- kind: conda
+  name: zlib-ng
+  version: 2.2.1
+  build: he02047a_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.1-he02047a_0.conda
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+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  license: Zlib
+  license_family: Other
+  size: 104865
+  timestamp: 1719947458940
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   name: zstandard
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pixi.toml

@@ -14,4 +14,5 @@ fastapi = ">=0.111.0,<0.112"
 uvicorn = ">=0.30.1,<0.31"
 retina-face = ">=0.0.17,<0.1"
 tf-keras = ">=2.16.0,<2.17"
+rembg = ">=2.0.53,<2.1"
 

requirements.txt

@@ -2,3 +2,4 @@ fastapi
 uvicorn[standard]
 retina-face
 tf-keras
+rembg