😊 Python module for face feature changing

Related tags

Deep Learningpywarping
Overview

PyWarping

Python module for face feature changing

Installation

pip install pywarping

If you get an error: No such file or directory: 'cmake': 'cmake', you need to make sure cmake is installed. If you're on OSX you can install this via Homebrew with:

brew install cmake

For other platforms please consult the Cmake documentation at https://cmake.org/install/

Usage

For each face in an image define what actions are to be performed on it, pywarping will do the rest. Check out the docs here.

Minimal Example

import matplotlib.pyplot as plt

from pywarping.actions import Chubby, Multiple, Pipeline, Smile
from pywarping.detect import LandmarkFace

img_path = 'path/to/your/image'
img = plt.imread(img_path)

lf = LandmarkFace.estimate(img)

a_per_face = Pipeline([Chubby(), Smile()])
a_all = Multiple(a_per_face)

new_lf, _ = a_all.perform(lf)
new_lf.plot(show_landmarks=False, show_numbers=False)

CLI

pywarping also comes with a CLI that exposes some of its functionality. You can list the commands with pw --help:

Usage: pw [OPTIONS] COMMAND [ARGS]...

  Automated face warping tool.

Options:
  --help  Show this message and exit.

Commands:
  list     List available actions.
  perform  Take an action.

To perform an action (Smile in the example below) and plot the result on the screen

pw perform Smile INPUT_IMG_PATH

or if you want to create a new image and save it

pw perform Smile INPUT_IMG_PATH OUTPUT_IMG_PATH

Notes

By default we are using a pretrained landmark model from https://github.com/davisking/dlib-models.

License

This Project Has Been MIT Licensed

You might also like...
Swapping face using Face Mesh with TensorFlow Lite
Swapping face using Face Mesh with TensorFlow Lite

Swapping face using Face Mesh with TensorFlow Lite

iwatake 17 Apr 26, 2022
Face Synthetics dataset is a collection of diverse synthetic face images with ground truth labels.
Face Synthetics dataset is a collection of diverse synthetic face images with ground truth labels.

The Face Synthetics dataset Face Synthetics dataset is a collection of diverse synthetic face images with ground truth labels. It was introduced in ou

Microsoft 608 Jan 2, 2023
Face Library is an open source package for accurate and real-time face detection and recognition
Face Library is an open source package for accurate and real-time face detection and recognition

Face Library Face Library is an open source package for accurate and real-time face detection and recognition. The package is built over OpenCV and us

null 52 Nov 9, 2022
VGGFace2-HQ - A high resolution face dataset for face editing purpose
VGGFace2-HQ - A high resolution face dataset for face editing purpose

The first open source high resolution dataset for face swapping!!! A high resolution version of VGGFace2 for academic face editing purpose

Naiyuan Liu 232 Dec 29, 2022
A large-scale face dataset for face parsing, recognition, generation and editing.
A large-scale face dataset for face parsing, recognition, generation and editing.

CelebAMask-HQ [Paper] [Demo] CelebAMask-HQ is a large-scale face image dataset that has 30,000 high-resolution face images selected from the CelebA da

switchnorm 1.7k Dec 26, 2022
AI Face Mesh: This is a simple face mesh detection program based on Artificial intelligence.

AI Face Mesh: This is a simple face mesh detection program based on Artificial Intelligence which made with Python. It's able to detect 468 different

Md. Rakibul Islam 1 Jan 13, 2022
Face and Pose detector that emits MQTT events when a face or human body is detected and not detected.
Face and Pose detector that emits MQTT events when a face or human body is detected and not detected.

Face Detect MQTT Face or Pose detector that emits MQTT events when a face or human body is detected and not detected. I built this as an alternative t

Jacob Morris 38 Oct 21, 2022
Genetic feature selection module for scikit-learn

sklearn-genetic Genetic feature selection module for scikit-learn Genetic algorithms mimic the process of natural selection to search for optimal valu

Manuel Calzolari 260 Dec 14, 2022
Implementation of the Triangle Multiplicative module, used in Alphafold2 as an efficient way to mix rows or columns of a 2d feature map, as a standalone package for Pytorch
Implementation of the Triangle Multiplicative module, used in Alphafold2 as an efficient way to mix rows or columns of a 2d feature map, as a standalone package for Pytorch

Triangle Multiplicative Module - Pytorch Implementation of the Triangle Multiplicative module, used in Alphafold2 as an efficient way to mix rows or c

Phil Wang 22 Oct 28, 2022
Comments
  • Cant seem to install pywarping

    Cant seem to install pywarping

    This is the error when I try to install it with pip(Pip version 21.1.2, python version 3.9.1)

    `Collecting pywarping Using cached pywarping-0.2-py3-none-any.whl Requirement already satisfied: scikit-image in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from pywarping) (0.18.2) Requirement already satisfied: opencv-python in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from pywarping) (4.5.2.52) Requirement already satisfied: matplotlib>=2.0.0 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from pywarping) (3.4.2) Collecting dlib Using cached dlib-19.22.0.tar.gz (7.4 MB) Requirement already satisfied: click>=7.0 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from pywarping) (7.1.2) Requirement already satisfied: numpy>=1.16.4 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from pywarping) (1.20.0) Requirement already satisfied: kiwisolver>=1.0.1 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from matplotlib>=2.0.0->pywarping) (1.3.1) Requirement already satisfied: pyparsing>=2.2.1 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from matplotlib>=2.0.0->pywarping) (2.4.7) Requirement already satisfied: cycler>=0.10 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from matplotlib>=2.0.0->pywarping) (0.10.0) Requirement already satisfied: pillow>=6.2.0 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from matplotlib>=2.0.0->pywarping) (8.1.2) Requirement already satisfied: python-dateutil>=2.7 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from matplotlib>=2.0.0->pywarping) (2.8.1) Requirement already satisfied: six in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from cycler>=0.10->matplotlib>=2.0.0->pywarping) (1.15.0) Requirement already satisfied: networkx>=2.0 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from scikit-image->pywarping) (2.5.1) Requirement already satisfied: scipy>=1.0.1 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from scikit-image->pywarping) (1.6.3) Requirement already satisfied: imageio>=2.3.0 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from scikit-image->pywarping) (2.9.0) Requirement already satisfied: tifffile>=2019.7.26 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from scikit-image->pywarping) (2021.6.14) Requirement already satisfied: PyWavelets>=1.1.1 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from scikit-image->pywarping) (1.1.1) Requirement already satisfied: decorator<5,>=4.3 in c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages (from networkx>=2.0->scikit-image->pywarping) (4.4.2) Building wheels for collected packages: dlib Building wheel for dlib (setup.py) ... error ERROR: Command errored out with exit status 1: command: 'c:\users\saketh\appdata\local\programs\python\python39\python.exe' -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py'"'"'; file='"'"'C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d 'C:\Users\saketh\AppData\Local\Temp\pip-wheel-3lg422aj' cwd: C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12
    Complete output (58 lines): running bdist_wheel running build running build_py package init file 'tools\python\dlib_init_.py' not found (or not a regular file) running build_ext Building extension for Python 3.9.1 (tags/v3.9.1:1e5d33e, Dec 7 2020, 17:08:21) [MSC v.1927 64 bit (AMD64)] Invoking CMake setup: 'cmake C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\tools\python -DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\build\lib.win-amd64-3.9 -DPYTHON_EXECUTABLE=c:\users\saketh\appdata\local\programs\python\python39\python.exe -DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\build\lib.win-amd64-3.9 -A x64' -- Building for: NMake Makefiles CMake Error at CMakeLists.txt:5 (message):

    !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!


You must use Visual Studio to build a python extension on windows.  If you
are getting this error it means you have not installed Visual C++.  Note
that there are many flavors of Visual Studio, like Visual Studio for C#
development.  You need to install Visual Studio for C++.


!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

    -- Configuring incomplete, errors occurred! Traceback (most recent call last): File "", line 1, in File "C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py", line 222, in setup( File "c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages\setuptools_init_.py", line 153, in setup return distutils.core.setup(**attrs) File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\core.py", line 148, in setup dist.run_commands() File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 966, in run_commands self.run_command(cmd) File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages\wheel\bdist_wheel.py", line 299, in run self.run_command('build') File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\command\build.py", line 135, in run self.run_command(cmd_name) File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command self.distribution.run_command(command) File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command cmd_obj.run() File "C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py", line 134, in run self.build_extension(ext) File "C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py", line 171, in build_extension subprocess.check_call(cmake_setup, cwd=build_folder) File "c:\users\saketh\appdata\local\programs\python\python39\lib\subprocess.py", line 373, in check_call raise CalledProcessError(retcode, cmd) subprocess.CalledProcessError: Command '['cmake', 'C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\tools\python', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\build\lib.win-amd64-3.9', '-DPYTHON_EXECUTABLE=c:\users\saketh\appdata\local\programs\python\python39\python.exe', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\build\lib.win-amd64-3.9', '-A', 'x64']' returned non-zero exit status 1.

    ERROR: Failed building wheel for dlib Running setup.py clean for dlib Failed to build dlib Installing collected packages: dlib, pywarping Running setup.py install for dlib ... error ERROR: Command errored out with exit status 1: command: 'c:\users\saketh\appdata\local\programs\python\python39\python.exe' -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py'"'"'; file='"'"'C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\saketh\AppData\Local\Temp\pip-record-j6g7aj6l\install-record.txt' --single-version-externally-managed --compile --install-headers 'c:\users\saketh\appdata\local\programs\python\python39\Include\dlib' cwd: C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12
    Complete output (60 lines): running install running build running build_py package init file 'tools\python\dlib_init_.py' not found (or not a regular file) running build_ext Building extension for Python 3.9.1 (tags/v3.9.1:1e5d33e, Dec 7 2020, 17:08:21) [MSC v.1927 64 bit (AMD64)] Invoking CMake setup: 'cmake C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\tools\python -DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\build\lib.win-amd64-3.9 -DPYTHON_EXECUTABLE=c:\users\saketh\appdata\local\programs\python\python39\python.exe -DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\build\lib.win-amd64-3.9 -A x64' -- Building for: NMake Makefiles CMake Error at CMakeLists.txt:5 (message):

      !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!


  You must use Visual Studio to build a python extension on windows.  If you
  are getting this error it means you have not installed Visual C++.  Note
  that there are many flavors of Visual Studio, like Visual Studio for C#
  development.  You need to install Visual Studio for C++.


  !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!




-- Configuring incomplete, errors occurred!
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py", line 222, in <module>
    setup(
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages\setuptools\__init__.py", line 153, in setup
    return distutils.core.setup(**attrs)
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\core.py", line 148, in setup
    dist.run_commands()
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 966, in run_commands
    self.run_command(cmd)
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
    cmd_obj.run()
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\site-packages\setuptools\command\install.py", line 61, in run
    return orig.install.run(self)
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\command\install.py", line 546, in run
    self.run_command('build')
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command
    self.distribution.run_command(command)
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
    cmd_obj.run()
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\command\build.py", line 135, in run
    self.run_command(cmd_name)
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\cmd.py", line 313, in run_command
    self.distribution.run_command(command)
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\distutils\dist.py", line 985, in run_command
    cmd_obj.run()
  File "C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py", line 134, in run
    self.build_extension(ext)
  File "C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py", line 171, in build_extension
    subprocess.check_call(cmake_setup, cwd=build_folder)
  File "c:\users\saketh\appdata\local\programs\python\python39\lib\subprocess.py", line 373, in check_call
    raise CalledProcessError(retcode, cmd)
subprocess.CalledProcessError: Command '['cmake', 'C:\\Users\\saketh\\AppData\\Local\\Temp\\pip-install-n2rkpdbi\\dlib_d0a2d4f321944269b438c57829027f12\\tools\\python', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY=C:\\Users\\saketh\\AppData\\Local\\Temp\\pip-install-n2rkpdbi\\dlib_d0a2d4f321944269b438c57829027f12\\build\\lib.win-amd64-3.9', '-DPYTHON_EXECUTABLE=c:\\users\\saketh\\appdata\\local\\programs\\python\\python39\\python.exe', '-DCMAKE_LIBRARY_OUTPUT_DIRECTORY_RELEASE=C:\\Users\\saketh\\AppData\\Local\\Temp\\pip-install-n2rkpdbi\\dlib_d0a2d4f321944269b438c57829027f12\\build\\lib.win-amd64-3.9', '-A', 'x64']' returned non-zero exit status 1.
----------------------------------------

    ERROR: Command errored out with exit status 1: 'c:\users\saketh\appdata\local\programs\python\python39\python.exe' -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py'"'"'; file='"'"'C:\Users\saketh\AppData\Local\Temp\pip-install-n2rkpdbi\dlib_d0a2d4f321944269b438c57829027f12\setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\saketh\AppData\Local\Temp\pip-record-j6g7aj6l\install-record.txt' --single-version-externally-managed --compile --install-headers 'c:\users\saketh\appdata\local\programs\python\python39\Include\dlib' Check the logs for full command output.`

    opened by RandomTextWritten 3
  • Error in using pywarping

    Error in using pywarping

    I have finally downloaded visual studio 2019 C++(finally) aaaand I get this error :C

    Exception has occurred: AttributeError module 'urllib' has no attribute 'request' File "C:\Users\saketh\OneDrive\Documents\Code\Python\pywarpingtest.py", line 12, in <module> lf = LandmarkFace.estimate(img)

    opened by RandomTextWritten 6
Releases(0.2)
Owner
Dopevog
| Hey 👋 | ¯\_(ツ)_/¯ | 14 |
Dopevog
GitHub Repository
NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch

PyTorch implementation of Normalizer-Free Networks and SGD - Adaptive Gradient Clipping Paper: https://arxiv.org/abs/2102.06171.pdf Original code: htt

Vaibhav Balloli 320 Jan 02, 2023
Pytorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling

Parallel Tacotron2 Pytorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling

Keon Lee 170 Dec 27, 2022
Learning Neural Network Subspaces

Learning Neural Network Subspaces Welcome to the codebase for Learning Neural Network Subspaces by Mitchell Wortsman, Maxwell Horton, Carlos Guestrin,

Apple 117 Nov 17, 2022
AWS documentation corpus for zero-shot open-book question answering.

aws-documentation We present the AWS documentation corpus, an open-book QA dataset, which contains 25,175 documents along with 100 matched questions a

Sia Gholami 2 Jul 07, 2022
pix2pix in tensorflow.js

pix2pix in tensorflow.js This repo is moved to https://github.com/yining1023/pix2pix_tensorflowjs_lite See a live demo here: https://yining1023.github

Yining Shi 47 Oct 04, 2022
Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"

Noisy Natural Gradient as Variational Inference PyTorch implementation of Noisy Natural Gradient as Variational Inference. Requirements Python 3 Pytor

Tony JiHyun Kim 119 Dec 02, 2022
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

Generative Image Inpainting An open source framework for generative image inpainting task, with the support of Contextual Attention (CVPR 2018) and Ga

2.9k Dec 16, 2022
Classifying cat and dog images using Kaggle dataset

PyTorch Image Classification Classifies an image as containing either a dog or a cat (using Kaggle's public dataset), but could easily be extended to

Robert Coleman 74 Nov 22, 2022
Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation

VT-UNet This repo contains the supported pytorch code and configuration files to reproduce 3D medical image segmentaion results of VT-UNet. Environmen

Himashi Amanda Peiris 114 Dec 20, 2022
Used to record WKU's utility bills on a regular basis.

WKU水电费小助手 一个用于定期记录WKU水电费的脚本 Looking for English Readme? 背景 由于WKU校园内的水电账单系统时常存在扣费延迟的现象，而补扣的费用缺乏令人信服的证明。不少学生为费用摸不着头脑，但也没有申诉的依据。为了更好地掌握水电费使用情况，留下一手证据，我开源

2 Jul 21, 2022
OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

OpenFace 2.2.0: a facial behavior analysis toolkit Over the past few years, there has been an increased interest in automatic facial behavior analysis

Tadas Baltrusaitis 5.8k Dec 31, 2022
Official implementation of "A Shared Representation for Photorealistic Driving Simulators" in PyTorch.

A Shared Representation for Photorealistic Driving Simulators The official code for the paper: "A Shared Representation for Photorealistic Driving Sim

VITA lab at EPFL 7 Oct 13, 2022
Use your Philips Hue lights as Racing Flags. Works with Assetto Corsa, Assetto Corsa Competizione and iRacing.

phue-racing-flags Use your Philips Hue lights as Racing Flags. Explore the docs » Report Bug · Request Feature Table of Contents About The Project Bui

50 Sep 03, 2022
Neural Scene Flow Fields using pytorch-lightning, with potential improvements

nsff_pl Neural Scene Flow Fields using pytorch-lightning. This repo reimplements the NSFF idea, but modifies several operations based on observation o

AI葵 178 Dec 21, 2022
A high-level Python library for Quantum Natural Language Processing

lambeq About lambeq is a toolkit for quantum natural language processing (QNLP). Documentation: https://cqcl.github.io/lambeq/ Getting started Prerequ

Cambridge Quantum 315 Jan 01, 2023
The repo for the paper "I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection".

I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection Updates | Introduction | Results | Usage | Citation |

33 Jan 05, 2023
Nicely is a real-time Feedback and Intervention Program Depression is a prevalent issue across all age groups, socioeconomic classes, and cultural identities.

Nicely is a real-time Feedback and Intervention Program Depression is a prevalent issue across all age groups, socioeconomic classes, and cultural identities.

1 Jan 16, 2022
An SMPC companion library for Syft

SyMPC A library that extends PySyft with SMPC support SyMPC /ˈsɪmpəθi/ is a library which extends PySyft ≥0.3 with SMPC support. It allows computing o

Arturo Marquez Flores 0 Oct 13, 2021
Face recognize and crop them

Face Recognize Cropping Module Source 아이디어 Face Alignment with OpenCV and Python Requirement 필요 라이브러리 imutil dlib python-opence (cv2) Usage 사용 방법 open

Cho Moon Gi 1 Feb 15, 2022
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Awesome production machine learning This repository contains a curated list of awesome open source libraries that will help you deploy, monitor, versi

The Institute for Ethical Machine Learning 12.9k Jan 04, 2023