😊 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
Code and datasets for TPAMI 2021

SkeletonNet This repository constains the codes and ShapeNetV1-Surface-Skeleton,ShapNetV1-SkeletalVolume and 2d image datasets ShapeNetRendering. Plea

34 Aug 15, 2022
Code for "Human Pose Regression with Residual Log-likelihood Estimation", ICCV 2021 Oral

Human Pose Regression with Residual Log-likelihood Estimation [Paper] [arXiv] [Project Page] Human Pose Regression with Residual Log-likelihood Estima

JeffLi 347 Dec 24, 2022
Metric learning algorithms in Python

metric-learn: Metric Learning in Python metric-learn contains efficient Python implementations of several popular supervised and weakly-supervised met

1.3k Jan 02, 2023
JupyterNotebook - C/C++, Javascript, HTML, LaTex, Shell scripts in Jupyter Notebook Also run them on remote computer

JupyterNotebook Read, write and execute C, C++, Javascript, Shell scripts, HTML, LaTex in jupyter notebook, And also execute them on remote computer R

1 Jan 09, 2022
Symbolic Music Generation with Diffusion Models

Symbolic Music Generation with Diffusion Models Supplementary code release for our work Symbolic Music Generation with Diffusion Models. Installation

Magenta 119 Jan 07, 2023
Code for C2-Matching (CVPR2021). Paper: Robust Reference-based Super-Resolution via C2-Matching.

C2-Matching (CVPR2021) This repository contains the implementation of the following paper: Robust Reference-based Super-Resolution via C2-Matching Yum

Yuming Jiang 151 Dec 26, 2022
Simple STAC Catalogs discovery tool.

STAC Catalog Discovery Simple STAC discovery tool. Just paste the STAC Catalog link and press Enter. Details STAC Discovery tool enables discovering d

Mykola Kozyr 21 Oct 19, 2022
A Moonraker plug-in for real-time compensation of frame thermal expansion

Frame Expansion Compensation A Moonraker plug-in for real-time compensation of frame thermal expansion. Installation Credit to protoloft, from whom I

58 Jan 02, 2023
Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020

Likelihood-Regret Official implementation of Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020. T

Xavier 33 Oct 12, 2022
Transport Mode detection - can detect the mode of transport with the help of features such as acceeration,jerk etc

title emoji colorFrom colorTo sdk app_file pinned Transport_Mode_Detector 🚀 purple yellow gradio app.py false Configuration title: string Display tit

Nishant Rajadhyaksha 3 Jan 16, 2022
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data

SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Au

14 Nov 28, 2022
maximal update parametrization (µP)

Maximal Update Parametrization (μP) and Hyperparameter Transfer (μTransfer) Paper link | Blog link In Tensor Programs V: Tuning Large Neural Networks

Microsoft 694 Jan 03, 2023
The code for 'Deep Residual Fourier Transformation for Single Image Deblurring'

Deep Residual Fourier Transformation for Single Image Deblurring Xintian Mao, Yiming Liu, Wei Shen, Qingli Li and Yan Wang News 2021.12.5 Release Deep

145 Jan 05, 2023
Code accompanying "Dynamic Neural Relational Inference" from CVPR 2020

Code accompanying "Dynamic Neural Relational Inference" This codebase accompanies the paper "Dynamic Neural Relational Inference" from CVPR 2020. This

Colin Graber 48 Dec 23, 2022
Adaptive Dropblock Enhanced GenerativeAdversarial Networks for Hyperspectral Image Classification

This repo holds the codes of our paper: Adaptive Dropblock Enhanced GenerativeAdversarial Networks for Hyperspectral Image Classification, which is ac

Feng Gao 17 Dec 28, 2022
Corgis are the cutest creatures; have 30K of them!

corgi-net This is a dataset of corgi images scraped from the corgi subreddit. After filtering using an ImageNet classifier, the training set consists

Alex Nichol 6 Dec 24, 2022
Here I will explain the flow to deploy your custom deep learning models on Ultra96V2.

Xilinx_Vitis_AI This repo will help you to Deploy your Deep Learning Model on Ultra96v2 Board. Prerequisites Vitis Core Development Kit 2019.2 This co

Amin Mamandipoor 1 Feb 08, 2022
Prometheus exporter for Cisco Unified Computing System (UCS) Manager

prometheus-ucs-exporter Overview Use metrics from the UCS API to export relevant metrics to Prometheus This repository is a fork of Drew Stinnett's or

Marshall Wace 6 Nov 07, 2022
Code for the paper "Location-aware Single Image Reflection Removal"

Location-aware Single Image Reflection Removal The shown images are provided by the datasets from IBCLN, ERRNet, SIR2 and the Internet images. The cod

72 Dec 08, 2022
The official implementation of the Hybrid Self-Attention NEAT algorithm

PUREPLES - Pure Python Library for ES-HyperNEAT About This is a library of evolutionary algorithms with a focus on neuroevolution, implemented in pure

Adrian Westh 91 Dec 12, 2022