项目作者: SCCH-KVS

项目描述 :
The stand-alone training engine module for the ALOHA.eu project.
高级语言: Python
项目地址: git://github.com/SCCH-KVS/training-engine.git
创建时间: 2019-02-26T12:54:30Z
项目社区:https://github.com/SCCH-KVS/training-engine

开源协议:Apache License 2.0

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ALOHA Training Engine

This is stand-alone Training Engine module ALOHA.eu project. http://aloha-h2020.eu

Setup

Training Engine was developed using Python 3.6, TensorFlow 1.12, PyTorch 1.0 and was tested under Windows 10

pip install -r requirements.txt

Data Standardization

Data standardization description described in data_standardization

Architecture deployment

to be added

Training Configuration

to be added

Supported Features

  • training/inference TensorFlow support
  • classification task support
  • segmentation task support

In development:

  • training/inference PyTorch support
  • detection task support
  • tracking task support
  • GAN architecture support
  • hyperparameter optimization
  • fast/full training mode
  • accuracy prediction metric
  • transfer leraning support

Acknowledgements

This work was carried out by the European Union`s Horizon H2020 Research and Innovation programme under grant agreement No. 780788