Slimeface
Introduction
A super fast face detector packaged by the libfacedetection repository using pybind11.
Change Log
[2023-5-8] Project init. [2024-9-27] Drop numpy dependency
Quick start
pip install slimeface
Usage
- Load image
# opencv
import cv2
img = cv2.imread('xxx.jpg')
# PIL
import PIL
import numpy as np
img = PIL.Image.open('xxx.jpg').convert('RGB')
img = np.array(img) # convert to numpy array
img = img[:, :, ::-1] # convert to BGR
# imageio
import imageio as io
img = io.imread('xxx.jpg')
img = img[:, :, ::-1] # convert to BGR
- Detect
# img: numpy.ndarray, shape=(H, W, 3), dtype=uint8, BGR
# conf_thresh: float, confidence threshold, default=0.5, range=[0.0, 0.1]
from slimeface import detect
confs, bboxes, landmarks = detect(img, conf_thresh=0.5)
- Deal result
# confs: numpy.ndarray, shape=(N,), dtype=uint16, confidence
# bboxes: numpy.ndarray, shape=(N, 4), dtype=uint16, bounding box (XYWH)
# landmarks: numpy.ndarray, shape=(N, 10), dtype=uint16, landmarks (XYXYXYXYXY)
import cv2
for conf, bbox, landmark in zip(confs, bboxes, landmarks):
cv2.rectangle(img, (bbox[0], bbox[1]), (bbox[0] + bbox[2], bbox[1] + bbox[3]), (0, 255, 0), 1)
cv2.putText(img, str(conf), (bbox[0], bbox[1]), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 255), 1)
for i in range(5):
cv2.circle(img, (landmark[2*i], landmark[2*i+1]), 2, (0, 255, 0), 1)
cv2.imwrite('result.jpg', img)
1 maintainer
Metadata
1 maintainer
Release files for slimeface 2024.9.27
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| slimeface-2024.9.27.tar.gz | 7.0 kB | Without provenance | Details for slimeface-2024.9.27.tar.gz |
Built distributions (wheels)
Total release size: 9.8 MB
Release files / slimeface-2024.9.27.tar.gz
| Download URL | slimeface-2024.9.27.tar.gz |
|---|---|
| Size | 7.0 kB |
| Tags | Source |
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Release files / slimeface-2024.9.27-cp313-cp313-win_amd64.whl
| Download URL | slimeface-2024.9.27-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 230.4 kB |
| Tags | CPython 3.13 Windows x86-64 |
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Release files / slimeface-2024.9.27-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | slimeface-2024.9.27-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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Release files / slimeface-2024.9.27-cp313-cp313-macosx_10_13_x86_64.whl
| Download URL | slimeface-2024.9.27-cp313-cp313-macosx_10_13_x86_64.whl |
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| Size | 518.4 kB |
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Release files / slimeface-2024.9.27-cp312-cp312-win_amd64.whl
| Download URL | slimeface-2024.9.27-cp312-cp312-win_amd64.whl |
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| Size | 230.4 kB |
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| Download URL | slimeface-2024.9.27-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Download URL | slimeface-2024.9.27-cp312-cp312-macosx_10_13_x86_64.whl |
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| Size | 518.3 kB |
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| Download URL | slimeface-2024.9.27-cp311-cp311-win_amd64.whl |
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| Download URL | slimeface-2024.9.27-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 475.5 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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| Download URL | slimeface-2024.9.27-cp311-cp311-macosx_10_9_x86_64.whl |
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| Size | 522.1 kB |
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| Download URL | slimeface-2024.9.27-cp310-cp310-win_amd64.whl |
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| Size | 228.9 kB |
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| Download URL | slimeface-2024.9.27-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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| Download URL | slimeface-2024.9.27-cp310-cp310-macosx_10_9_x86_64.whl |
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| Download URL | slimeface-2024.9.27-cp39-cp39-win_amd64.whl |
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| Size | 228.9 kB |
| Tags | CPython 3.9 Windows x86-64 |
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| Download URL | slimeface-2024.9.27-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Download URL | slimeface-2024.9.27-cp38-cp38-win_amd64.whl |
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| Size | 228.8 kB |
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| Size | 473.5 kB |
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| Download URL | slimeface-2024.9.27-cp38-cp38-macosx_10_9_x86_64.whl |
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| Download URL | slimeface-2024.9.27-cp37-cp37m-win_amd64.whl |
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| Size | 229.2 kB |
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| Download URL | slimeface-2024.9.27-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 474.4 kB |
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| Download URL | slimeface-2024.9.27-cp37-cp37m-macosx_10_9_x86_64.whl |
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| Size | 229.2 kB |
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| Download URL | slimeface-2024.9.27-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 474.2 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 |
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| Download URL | slimeface-2024.9.27-cp36-cp36m-macosx_10_9_x86_64.whl |
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| Size | 520.0 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 |
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twine/5.1.1 CPython/3.12.6
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Security for slimeface 2024.9.27
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