Inicio Explorar Ayuda
Iniciar sesión
ICILearn
/
learnopencv
espejo de https://github.com/spmallick/learnopencv.git
Seguir 2
Destacar 0
Fork 0
Archivos Incidencias 0 Wiki
Rama: master
Ramas Etiquetas
learnopencv
/
Variational-Autoencoder-TensorFlow
Tim M b22c929a64 Corrected additional `.md` files with new image hace 2 años
..
.ipynb_checkpoints b22c929a64 Corrected additional `.md` files with new image hace 2 años
VAE_Cartoon_TensorFlow.ipynb 93b25bb001 Variational-TF-Codebase hace 3 años
VAE_FashionMnist_TensorFlow.ipynb 93b25bb001 Variational-TF-Codebase hace 3 años
readme.md b22c929a64 Corrected additional `.md` files with new image hace 2 años
requirements.txt 93b25bb001 Variational-TF-Codebase hace 3 años

readme.md

Variational Autoencoder in TensorFlow

This repsitory contains code and instructions for the Variational Autoencoder in Tensorflow blogpost.

Package Dependencies

download

The repository trains the Variational Autoencoder in Tensorflow framework on Fashion-MNIST and Cartoon dataset. The cartoon dataset can be download from here.

The code is tested with:

  • Cuda-11.1
  • Cudnn-8.0

The Tensorflow notebook requires numpy, tf-nightly-gpu, opencv, sklearn. To get the versions of these packages you need for the program, use pip: (Make sure pip is upgraded: python3 -m pip install -U pip)

pip3 install -r requirements.txt

Add Virtualenv as Python Kernel in Jupyterlab

  • Activate the virtualenv
$ source your-venv/bin/activate
  • Add the virtualenv as a jupyter kernel
(your-venv)$ ipython kernel install --name "local-venv" --user

Replace local-venv with your virtualenv name.

AI Courses by OpenCV

Want to become an expert in AI? AI Courses by OpenCV is a great place to start.

img