• Stars
    star
    177
  • Rank 214,717 (Top 5 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created over 3 years ago
  • Updated about 2 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

A simple python library for fast image generation of people who do not exist.

Random Face

A simple python library for fast image generation of people who do not exist.

Downloads Downloads Downloads

For more details, please refer to the paper.

Requirements

  • Linux, Windows, MacOS
  • Python 3.8.+
  • CPU compatible with OpenVINO.

Install package

pip install random_face

Install the latest version

git clone https://github.com/bes-dev/random_face.git
cd random_face
pip install -r requirements.txt
python download_model.py
pip install .

Demo

python -m random_face.demo

Example

import cv2
import random_face

engine = random_face.get_engine()
face = engine.get_random_face()
cv2.imshow("face", face)
cv2.waitKey()

Open In Colab Open In Gradio

Citation

@misc{belousov2021mobilestylegan,
      title={MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis},
      author={Sergei Belousov},
      year={2021},
      eprint={2104.04767},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

More Repositories

1

stable_diffusion.openvino

Python
1,533
star
2

MobileStyleGAN.pytorch

An official implementation of MobileStyleGAN in PyTorch
Python
662
star
3

crnn-pytorch

Pytorch implementation of OCR system using CRNN + CTCLoss
Python
216
star
4

mean_average_precision

Mean Average Precision for Object Detection
Python
192
star
5

mpl.pytorch

Pytorch implementation of MaxPoolingLoss.
Python
175
star
6

thinkpad_x1_carbon_6th_linux

Linux configuration guide for Thinkpad x1 Carbon 6th Gen (2018)
Shell
143
star
7

pytorch_clip_guided_loss

A simple library that implements CLIP guided loss in PyTorch.
Python
77
star
8

VIBE

VIBE Background Subtractior
C++
67
star
9

pytorch_clip_bbox

Pytorch based library to rank predicted bounding boxes using text/image user's prompts.
Python
51
star
10

ESOINN

An enhanced self-organizing incremental neural network for online unsupervised learning
C++
28
star
11

vqvae_dwt_distiller.pytorch

Python
26
star
12

HandDetector

Hand and Fingertip Detecot with OpenCV
C++
25
star
13

SOINN

Self-Organizing and Incremental Neural Networks
C++
20
star
14

haar_pytorch

Pytorch implementation of forward and inverse Haar Wavelets 2D
Python
18
star
15

libGNG

Growing Neural Gas
C++
12
star
16

story-diffusion-runpod-serverless-worker

StoryDiffusion serverless worker
Python
9
star
17

stable_diffusion_quantizer.pytorch

Custom pipelines for stable diffusion model
Python
6
star
18

pytorch_clip_interrogator

Image-to-prompt reconstruction.
Python
4
star
19

smart_pdf

Summarize PDF by LLM
Python
4
star
20

SandboxCV

SandboxCV: sandbox for some computer vision algorithms
C++
2
star
21

pytorch_clip

Pytorch API to work with CLIP models.
Python
2
star
22

random_prompt

Random Prompt generator for ArtWork creation
Python
2
star
23

CloudsStitcher

Framework for stitching point clouds
C++
2
star
24

tts-runpod-serverless-worker

Serverless implementation of Text-To-Speech
Python
2
star
25

PTAM

Implementation of the PTAM as crossplatform library
C++
1
star
26

pybind11_template

Template of python wrapper for C++ class using pybind11+CMake
Python
1
star
27

image_to_sticker

Convert image to sticker
Python
1
star
28

text_to_speech_lab

Some experiments with TTS pipelines
Python
1
star