https://github.com/nrl-ai/openvi

OpenVI - Open toolkit for Computer Vision
https://github.com/nrl-ai/openvi

computer-vision deep-learning image-classification image-processing image-segmentation no-code object-detection opencv

Last synced: 8 months ago
JSON representation

OpenVI - Open toolkit for Computer Vision

• Host: GitHub
• URL: https://github.com/nrl-ai/openvi
• Owner: nrl-ai
• Created: 2023-08-19T04:41:56.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-12-01T09:24:02.000Z (over 2 years ago)
• Last Synced: 2025-01-29T23:35:48.592Z (over 1 year ago)
• Topics: computer-vision, deep-learning, image-classification, image-processing, image-segmentation, no-code, object-detection, opencv
• Language: Python
• Homepage:
• Size: 657 MB
• Stars: 7
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# OpenVI - Open toolkit for Computer Vision

This project aims to create a toolkit for computer vision, with image processing and computer vision training with no code. The main features are:

- Image processing graph: Everyone can create image processing graphs with OpenCV. Try the result in real time.

- Training machine learning models for object detection, image classification, and other computer vision tasks.

- Deploy machine learning models to devices.

**Video:**

https://github.com/openvi-team/openvi/assets/18329471/42acd5b7-1bc8-497c-ab62-b1f8faf83ce5

![OpenVI](https://raw.githubusercontent.com/openvi-team/openvi/main/openvi.png)

## Environment

- Python 3.9

```bash

pip install Cython numpy==1.23.0

pip install -e .

```

## Run

```bash

python -m openvi.main

```

[OpenVI - Screencast](https://github.com/openvi-team/openvi/assets/18329471/db9047e2-3b0b-4052-bdb2-ea550d481921)

![OpenVI - Screenshot](https://github.com/openvi-team/openvi/assets/18329471/96b6711b-e85f-4429-909b-e80cefaabef1)

![OpenVI - Screenshot](https://github.com/openvi-team/openvi/assets/18329471/5f3a4008-ab71-44d4-9f0f-1a62e0c6cfc7)

![OpenVI - Screenshot](https://github.com/openvi-team/openvi/assets/18329471/d9445a3b-3b43-4344-b633-a3f0ada9ff9e)

## Build and Publish

- Build and publish to PyPI:

```bash

python setup.py build twine

bash build_and_publish.sh

```

## References

We used some code and media from the following sources:

- Image processing graph: [Image-Processing-Node-Editor](https://github.com/Kazuhito00/Image-Processing-Node-Editor) - License: Apache 2.0.

- Video of Robert Arango Lopez from Pixabay