fusionlab 0.0.22

Useful packages for DL

FusionLab

FusionLab is an open-source frameworks built for Deep Learning research written in PyTorch and Tensorflow. The code is easy to read and modify especially for newbie. Feel free to send pull requests :D

• Installation
• How to use
• Encoders

Installation

With pip

pip install fusionlab

For Mac M1 chip users

Requirements:

• Apple Mac with M1 chips
• MacOS > 12.6 (Monterey)

Following steps

1. Clone this repo

git clone https://github.com/taipingeric/fusionlab.git
cd fusionlab

2. (remove anaconda first)
3. Install Miniconda
   1. Miniconda3 macOS Apple M1 64-bit pkg
   2. Miniconda3 macOS Apple M1 64-bit bash
4. Install the xcode-select command-line
5. Deactivate the base environment

conda deactivate 

6. Create conda environment using config

conda env create -f ./configs/tf-apple-m1-conda.yaml -n fusionlab

7. Replace requirements.txt with requirements-m1.txt
8. Install by pip

pip install -r requirements-m1.txt

ref link, video

How to use

import fusionlab as fl

# PyTorch
encoder = fl.encoders.VGG16()
# Tensorflow
encoder = fl.encoders.TFVGG16()

Encoders

encoder list