ammaryasirnaich/Deeplearning_Playland

This repository contains Docker Image files, which support the common frameworks required for Deep learning implementation. The images support both the latest GPU (Nvidia CUDA) and CPU processors.

Deeplearning Playland

Deeplearning_Playland is a repository containing Docker images that

• Allows you to setup your deep learning development environment with any hassle
• supports almost all commonly used deep learning frameworks
• Supports Both Nvidia GPU acceleration (CUDA 11.4.2 and cuDNN 8) and in CPU-only mode
• Works on Linux , Windows and OS X
• Supports Python version 3.8

Support For Deep Learning Packages

. Deep Learning Packages	GPU Verisons	CPU version
ubuntu	20.04	20.04
cuda	11.4.2	❌
cudnn	8	❌
theano	1.0.5	1.0.5
tensorflow	2.4	2.4
pytorch	1.7.1	1.7.1
keras	2.4.3	2.4.3
darknet	✔️

Support For Python Packages

Python Packages	Version
OpenCV (GPU and CPU acceleraeted support)	4.5
numpy	1.19.4
pandas	1.1.5
scikit-learn	0.23.2
matplotlib	3.3.3
seaborn	0.11.0
h5py	2.10.0
jupyterlab
nltk	3.5

Citation

@misc{naich2020AIplayland,
    author = {Ammar Yasir Naich},
    title = {AIPlayland: Creating a deep learning environment with out any hassle.},
    year = {2020},
    publisher = {GitHub},
    journal = {GitHub repository},
    howpublished = {\url{https://github.com/ammaryasirnaich/Deeplearning_Playland}}
}

Licensing

Deeplearning Playland is MIT licensed