volkscv

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Introduction

Volkscv is a foundational python library for computer vision research and deployment projects

It provides the following functionalities.

• Analyzer
• Metrics.

LicenseNow

This project is released under the Apache 2.0 license.

Installation

Requirements

• Linux or Windows
• Python >= 3.6
• Numpy >= 1.13.3

We have tested the following versions of OS and softwares:

• OS: Ubuntu 16.04.6 LTS
• Python: 3.7.3
• Numpy: 1.16.4

Install volkscv

1.If your platform is x86 or x64, you can create a conda virtual environment and activate it.

conda create -n volkscv python=3.7 -y
conda activate volkscv

2.Setup

pip install "git+https://github.com/Media-Smart/volkscv.git"

Support

Analyzer

• [x] Statistics
• [x] Visualization

Metrics

• [x] Classification
• [x] Segmentation
• [x] Detection

Contact

This repository is currently maintained by Chenhao Wang (@C-H-Wong), Yuxin Zou (@Yuxin Zou), Jun Sun(@ChaseMonsterAway), Hongxiang Cai (@hxcai), Yichao Xiong (@mileistone).

Credits

We got and modified much code from scikit-learn, cocoapi, thanks to scikit-learn, COCO.