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https://github.com/deepraj1729/yplate

License Plate Detection library powered by YOLO v3 and OpenCV with Command Line Interface
https://github.com/deepraj1729/yplate

computer-vision deep-learning detect-plates machine-learning neural-networks number-plate-recognition numpy opencv tensorflow yolov3

Last synced: about 1 month ago
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License Plate Detection library powered by YOLO v3 and OpenCV with Command Line Interface

Host: GitHub
URL: https://github.com/deepraj1729/yplate
Owner: deepraj1729
License: mit
Created: 2020-06-06T02:01:39.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2023-02-06T05:18:14.000Z (almost 2 years ago)
Last Synced: 2024-11-06T20:51:35.067Z (about 2 months ago)
Topics: computer-vision, deep-learning, detect-plates, machine-learning, neural-networks, number-plate-recognition, numpy, opencv, tensorflow, yolov3
Language: Python
Homepage:
Size: 1.69 MB
Stars: 30
Watchers: 4
Forks: 5
Open Issues: 2
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE

Awesome Lists containing this project

README

        [![yplate](https://img.shields.io/badge/yplate-v0.0.1-blue)](https://github.com/deepraj1729/yplate/releases/tag/0.0.1)  [![license](https://img.shields.io/badge/License-MIT-yellow)](https://github.com/deepraj1729/yplate/blob/master/LICENSE) [![dependencies](https://img.shields.io/badge/dependencies-packages-orange)](https://github.com/deepraj1729/yplate/blob/master/requirements.txt)

[![pull](https://img.shields.io/badge/pull--requests-requests-green)](https://github.com/deepraj1729/yplate/pulls) [![issues](https://img.shields.io/badge/issues-issues-red)](https://github.com/deepraj1729/yplate/issues) ![python](https://img.shields.io/badge/python-3.5%3E%3D-brightgreen)

# Yplate

## Detect Vehicle Number plates with YOLOv3 powered by OpenCV >= 3.x 

### Updates:

It will be updated to `pypi` and `conda` soon with stable releases

### Install:

#### a. With `wheel` 

    pip install https://github.com/deepraj1729/yplate/releases/download/0.0.1/yplate-0.0.1-py3-none-any.whl

#### b. With `tar.gz` 

    

    pip install https://github.com/deepraj1729/yplate/releases/download/0.0.1/yplate-0.0.1.tar.gz

    

    

# Usage:

### Command-line Arguments:-

1. `detect`

2. `crop`

## `detect`

### (1.a)  Detect plates automatically (detected image will be saved to output directory always with original starting file name) 

    yplate detect images/car2.jpg

![car2](output/car2.jpg)



### (1.b)  Detect plates and custom save it with a valid new filename (detected image will be saved to output directory with custom file name) 

    

    yplate detect images/car2.jpg --save out2.jpg

    

### (1.c)  Hide output detected image

    yplate detect images/car2.jpg --hide_img

    

### (1.d)  Hide output in command-line

    yplate detect images/car2.jpg --hide_out

### (1.e)  Don't save output image 

    yplate detect images/car2.jpg --save none

## `crop`

### (2.a)  Crop plates automatically ( Cropped plates will be saved to 'plates/' directory always with original starting file name)

    yplate crop images/car2.jpg

![car2](plates/car2_plate_0.jpg) 



### (2.b)  Detect plates and custom save it with a valid new filename (Cropped image will be saved to output directory with starting custom file name)

    

    yplate crop images/car2.jpg --save plate2.jpg

    

### (2.c)  Hide cropped image in command-line

    yplate crop images/car2.jpg --hide_img

    

### (2.d)  Hide output in command-line

    yplate crop images/car2.jpg --hide_out

### (2.e)  Don't save output image

    yplate crop images/car2.jpg --save none

### Check `yplate` version:

    yplate -v

### Model Configuration:

    yplate --config

## Sample Outputs:

### Detected Plates:

     

### Corresponding plates: