https://github.com/aianytime/picozi
Picozi is an AI-enabled application that uses Computer Vision and Deep Learning to compute images and perform several processing tasks automatically.
https://github.com/aianytime/picozi
computer-vision opencv python streamlit streamlit-webapp
Last synced: 10 months ago
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Picozi is an AI-enabled application that uses Computer Vision and Deep Learning to compute images and perform several processing tasks automatically.
- Host: GitHub
- URL: https://github.com/aianytime/picozi
- Owner: AIAnytime
- License: apache-2.0
- Created: 2021-02-23T12:36:37.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2021-02-24T06:56:59.000Z (over 5 years ago)
- Last Synced: 2025-04-02T14:11:12.080Z (about 1 year ago)
- Topics: computer-vision, opencv, python, streamlit, streamlit-webapp
- Language: Python
- Homepage:
- Size: 590 KB
- Stars: 5
- Watchers: 2
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Welcome to Picozi :smiley:
## _A Simple Yet Powerful Image Processing App_ :star:
#### Picozi is an AI-enabled application that uses Computer Vision and Deep Learning to compute images and perform several processing tasks automatically.
The Project is still under development.
Live on Heroku: http://picozi.herokuapp.com/
## Features :point_down:
- **Upload an Image and apply simple filters to enhance the image.**
- **Perform basic face components detection like Face, Smile, and Eye.**
- **Simple image processing options to perform basics tasks.**
- **Image Segmentation to segment multiple objects inside an image.**
- **Color Quantization with different K-values.**
- **More features coming soon.....................**
## Tech Stack
**Picozi** uses following :point_down:
- [Python](https://www.python.org/) 🐍 - _De facto_ Language!!
- [Open CV](https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_tutorials.html) - Open-Source library for computer vision.
- [Pixel Lib](https://pypi.org/project/pixellib/) - Object segmentation to perform excellent foreground and background separation.
- [Scikit-Learn](https://scikit-learn.org/stable/) - Machine Learning in Python.
- Streamlit - Streamlit is LOVE :hearts:
- [Docker](https://www.docker.com/)- Docker container for deployment.
-
## How to Run?
Picozi is built using [Streamlit](https://www.streamlit.io/) .
Install the required packages from requirements.txt
```sh
pip3 install requirements.txt
```
You can use Docker Image from the docker hub and run:
Link of Docker Image : **https://hub.docker.com/repository/docker/picozi/picoziai**
## Development
**Want to contribute?** Great! Please mail at **sonu1000raw@gmail.com**
Connect on Slack if you want to be the part of this project: https://picozi.slack.com/archives/C01NY0HAJPP
## License
**Apache License 2.0**