AUTOMATIC LICENSE PLATE RECOGNITION using YOLOV5 and EASYOCR ( IMAGES & VIDEOS)
39.1 هزار بار بازدید -
2 سال پیش
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Project: AUTOMATIC LICENSE PLATE RECOGNITIONSpecial
Project: AUTOMATIC LICENSE PLATE RECOGNITION
Special thanks to @Nicholas Renotte : @nicholasrenotte
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How to train custom yolov5: TRAIN YOLO-V5 ON CUSTOM DATASET || YO...
How to deploy yolov5 : HOW TO DEPLOY YOLO-V5 !! YOLO-V5 - OB...
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Github: https://github.com/deepakat002/number...
Yolo-v5 official : https://github.com/ultralytics/yolov5
DATASET: 1) https://www.kaggle.com/datasets/deepa...
2) https://www.kaggle.com/datasets/elysi...
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- A object detection model was created by using yolo-v5 algorithm
- EasyOCR was used to recognize texts
- Detection was tested on both images and videos
Recommended books:
1. HANDS ON MACHINE LEARNING WITH SCIKIT LEARN, KERAS & TENSORFLOW: https://amzn.to/3wkAqeG
2. Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools: https://amzn.to/3QX5ivo
Recommended laptops for Machine Learning and Deep Learning:
1. Lenovo Legion 5 AMD Ryzen 5 4600H 15: https://amzn.to/3XSGEOP
2. Acer Nitro 5: https://amzn.to/3kE3oU7
3. Acer Predator Helios 300: https://amzn.to/3XvAkgi
Best budget setup:
1. BenQ GW2480 24-inch (60.5 cm) 1080p monitor: https://amzn.to/3iY6oKO
2. Office Chair: https://amzn.to/3XQEK0Z
3. Table: https://amzn.to/3R2b1QI
4. Mic: https://amzn.to/3Wv4leT
I hope that you like this video. If I have done any mistakes please mention those in comments. Also if you have any doubts, please do comment. I will try my best to resolve them. Stay safe. Happy Learning :)
#licenseplaterecognition #yolov5 #easyocr #coderzero
Special thanks to @Nicholas Renotte : @nicholasrenotte
- - - - - - - - - - - - - - - - - - - - - - - - - - -
How to train custom yolov5: TRAIN YOLO-V5 ON CUSTOM DATASET || YO...
How to deploy yolov5 : HOW TO DEPLOY YOLO-V5 !! YOLO-V5 - OB...
- - - - - - - - - - - - - - - - - - - - - - - - - - -
Github: https://github.com/deepakat002/number...
Yolo-v5 official : https://github.com/ultralytics/yolov5
DATASET: 1) https://www.kaggle.com/datasets/deepa...
2) https://www.kaggle.com/datasets/elysi...
- - - - - - - - - - - - - - - - - - - - - - - - - - -
- A object detection model was created by using yolo-v5 algorithm
- EasyOCR was used to recognize texts
- Detection was tested on both images and videos
Recommended books:
1. HANDS ON MACHINE LEARNING WITH SCIKIT LEARN, KERAS & TENSORFLOW: https://amzn.to/3wkAqeG
2. Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools: https://amzn.to/3QX5ivo
Recommended laptops for Machine Learning and Deep Learning:
1. Lenovo Legion 5 AMD Ryzen 5 4600H 15: https://amzn.to/3XSGEOP
2. Acer Nitro 5: https://amzn.to/3kE3oU7
3. Acer Predator Helios 300: https://amzn.to/3XvAkgi
Best budget setup:
1. BenQ GW2480 24-inch (60.5 cm) 1080p monitor: https://amzn.to/3iY6oKO
2. Office Chair: https://amzn.to/3XQEK0Z
3. Table: https://amzn.to/3R2b1QI
4. Mic: https://amzn.to/3Wv4leT
I hope that you like this video. If I have done any mistakes please mention those in comments. Also if you have any doubts, please do comment. I will try my best to resolve them. Stay safe. Happy Learning :)
#licenseplaterecognition #yolov5 #easyocr #coderzero
2 سال پیش
در تاریخ 1401/02/21 منتشر شده
است.
39,173
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