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pyflask_dl-service's Introduction

PyFlask_DL-service

Flask for Computer-Vision Prototype

Link : http://54.180.150.154:5000/ (현재 서버는 내렸습니다!😅)

Function

  • Object Detection by Darkflow with Fast YOLO-V2
  • Neural Style Transfer

Setting Virtualenv

1. Create virtualenv in Anaconda

> conda create -n venv_flask python=3.7

2. Activate virtualenv

> conda activate venv_flask

Install Requirements

1. Install flask & library

(venv_flask) > cd ~pyflask
(venv_flask) ~pyflask > pip install -r requirements.txt
  • Flask==1.1.1
  • pillow==7.0.0
  • opencv-python==4.1.2.30
  • requests==2.22.0
  • tensorflow-gpu==1.15.0
  • Keras==2.3.1
  • Cython==0.29.14
  • darkflow==1.0.0

2. Install Darkflow

(venv_flask) ~pyflask > cd .\flask_deep\darkflow_yolo
(venv_flask) ~pyflask\flask_deep\darkflow_yolo > pip install .

Start Server

(venv_flask) ~pyflask\flask_deep\darkflow_yolo > cd ../
(venv_flask) ~pyflask\flask_deep > cd ../
(venv_flask) ~pyflask > python start_flask.py

Main Page

ConvNet? Page

Object Detection Page

  • Input

  • Output

Neural Style Transfer

  • Input

  • Output

pyflask_dl-service's People

Contributors

jaehyeongan avatar

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