License Plate Detection and OCR(Optical Character Recognition

Using Machine Learning and AI to detect and identify license plate number

General info

By employing Tensorflow, Google Colab and Tesseract license plate number can be extracted from the input image in text string format.
Object Detection API is used to extract the bounding box for license plate

Screenshots

Technologies

Tensorflow(Object Detection API)
Google Colab(Hardware purpose Tesla K80 GPU)
Tesseract(OCR)

Setup

Contact

Created by Kshitij Pawar

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
.ipynb_checkpoints		.ipynb_checkpoints
data/images		data/images
document		document
example		example
image_aug		image_aug
model		model
test		test
Indian_Number_plates.json		Indian_Number_plates.json
License_Plate_Detection.ipynb		License_Plate_Detection.ipynb
License_Plate_Recognition.ipynb		License_Plate_Recognition.ipynb
README.md		README.md
Testing_the_model.ipynb		Testing_the_model.ipynb
bounding_box.csv		bounding_box.csv
convert.py		convert.py
create_csv.py		create_csv.py
generate_tfrecord.py		generate_tfrecord.py
local_inference_test.py		local_inference_test.py
scrap script.py		scrap script.py
xml1.py		xml1.py
xml_to_csv.py		xml_to_csv.py

Kshitijpawar/License_Plate_Detection

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License Plate Detection and OCR(Optical Character Recognition

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General info

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Setup

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