ONNX Model Zoo

Mike-Alem/License-Plate-Detection-First-Project

By Mike-Alem · ↓ 4 · ♥ 0 · Updated 2024-12-21

What's in this repo

This page lists the files in Mike-Alem/License-Plate-Detection-First-Project, including license_plate_detection.onnx.

  • 1 ONNX models (.onnx files)
  • 5 files, including 2 .json, 1 .md, 1 .onnx
  • Last updated 2024-12-21

ONNX files

File Size Download
license_plate_detection.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

License Plate Detection Model

Model Description

This model is designed to detect license plates in images. It was trained using the YOLO (You Only Look Once) object detection algorithm and exported to the ONNX format for portability.

Intended Uses & Limitations

Intended Uses:

  • Automatic license plate recognition systems
  • Traffic monitoring and analysis
  • Parking management

Limitations:

  • The model may not perform well on blurry or low-resolution images.
  • It may struggle with license plates that are obscured or damaged.
  • It may not be able to detect license plates from all countries or regions.

Training Data

The model was trained on a dataset of images containing license plates. (Provide details about your dataset if possible)

Evaluation Results

(Include relevant evaluation metrics, such as precision, recall, etc.)

Ethical Considerations

This model should be used responsibly and ethically. It is important to consider the potential impacts of its use and to avoid any biases or discrimination.

Model info

onnx yolo license-plate-detection/recognition object-detection computer-vision dataset:lpr-bygdn/lpr-fuskc license:mit region:us
↓ 4 ♥ 0

Created: 2024-12-13

Updated: 2024-12-21

View on Hugging Face

Files (5)

.gitattributes
README.md
config.json
license_plate_detection.onnx ONNX
preprocessor_config.json

Related models