SignX
https://signerx.github.io/SignX/
This is a CSLR model. In the future, it will be further improved to become an open-world SLT model.
Currently, it has been pluginized, that is, the root directory contains viser_backend.py and index.js. These two files will enable this repository to be recognized by the control panel as a plugin.
Therefore, users should first clone the panel, configure the panel environment, and then place this repository in the plugin folder.
Environment Setup
SignX inference uses two conda environments:
signx-slt: PyTorch / SMKD stage (RGB feature extraction)slt_tf1: TensorFlow 1.15 / SLTUNET stage (Recognition based on feature space)
conda env create -f env/signx-slt.yml
conda activate signx-slt
pip install -r env/signx-slt.txt
conda env create -f env/slt_tf1.yml
conda activate slt_tf1
pip install -r env/slt_tf1.txt
Quick check:
conda activate signx-slt
python -V
conda activate slt_tf1
python -V