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licence plate detection

In order to detect licence we will use Mask rcnn deep learning object detection architecture based on convolution neural [login to view URL] rcnn is a single network trained end to end to perform a regression task predicting both object bounding box and object class.

This network is extremely fast, it processes images in real-time at 45 frames per second. A smaller version of the network, Fast Rcnn, processes an astounding 155 frames per second. The input is the image of the plate, we will have to be able to extract the unicharacter images. The result of this step, being used as input to the recognition phase, is of great importance. In a system of automatic reading of number plates.

Segmentation is one of the most important processes for the automatic identification of license plates, because any other step is based on it. If the segmentation fails, recognition phase will not be [login to view URL] ensure proper segmentation, preliminary processing will have to be performed.

Квалификация: Machine Learning (ML), Алгоритмы, Python

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О работодателе:
( 0 отзыв(-а, -ов) ) Salem, India

ID проекта: #24709608

23 фрилансеров(-а) в среднем готовы выполнить эту работу за ₹39758

shivampanchal

I have worked across various domains such as Banking, Insurance, Healthcare, Telecom, Business Development. I am a Data Science and ML professional with 3 years of experience having deep understanding of algorithms and Больше

₹50000 INR за 7 дней(-я)
(40 отзывов(-а))
6.5
kamalchhirang

Hey, I am surprised you are saying Mask-RCNN got you 45 FPS. How is that even possible? Maybe, I misunderstood. I would like to propose the latest generation algorithm named "EfficientDet" for this purpose. It is ve Больше

₹12500 INR за 7 дней(-я)
(26 отзывов(-а))
5.6
suyashdhoot

Hi I am a very experienced statistician, data scientist and developer. I have vast experience in data modelling, model building and providing data driven business solutions. I have worked with data from several compani Больше

₹50000 INR за 7 дней(-я)
(31 отзывов(-а))
5.8
silicolabs

Hey there, Have experienced working on python with computer vision projects and web development projects using django and flask framework. I have worked on face recognition, speech recognition and licence plate recog Больше

₹25000 INR за 7 дней(-я)
(11 отзывов(-а))
4.3
Himerr0kovoi

Thanks for your posting! I am a image processing expert using machine learning, such as tensorflow, caffe, darknet and etc. I have developed a lot object detection and recognition projects by Java, Android, c#, C++, p Больше

₹25000 INR за 7 дней(-я)
(6 отзывов(-а))
4.3
ashikmohann

hi i have already implemented a helmet detection tool for motorcycles using faster RCNN. i can prepare the license detection tool using the same way. you can specify your requirements and we can do the dataset prepara Больше

₹27000 INR за 2 дней(-я)
(11 отзывов(-а))
4.2
astaroht

I believe you need licence plate detection at higher fps. I've previously implemented the same using FastRCNN in python, I can provide the details via chat, and make that algorithm faster. Won't accept payment unless e Больше

₹15000 INR за 4 дней(-я)
(7 отзывов(-а))
3.7
OlektraGroup

Hi, I have understand your project and willing to do it with in specific time and budget. Here, My Name is [login to view URL] Subhani. My domain of specialization is Machine Learning, Deep Learning, NLP, and Big data Analytics. Больше

₹25000 INR за 7 дней(-я)
(7 отзывов(-а))
3.8
Alfatahbima9

********PLEASE GIVE ME CHANCE TO SHOW MY EXTRA ABILITY************ Thanks for your posting I am a image processing expert using machine learning, such as tensorflow, caffe, darknet and etc. I have developed a lot obje Больше

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(6 отзывов(-а))
3.7
manu83tudo

-previous experience in such topics; -eager to discuss a lot in this chat stream; -degree stats/maths;

₹33000 INR за 3 дней(-я)
(12 отзывов(-а))
3.6
flaiti97

I have been doing Deep Learning/Machine Learning for the past 4 years and have experience in delivering end 2 end NLP , CV, ML projects. I am proficient in Pytorch, Tensorflow, Keras , OpenCV and use Python as my langu Больше

₹37500 INR за 7 дней(-я)
(1 отзыв)
3.3
crduran

Hi, Client Thanks for visiting my proposal. I am a computer vision and machine learning expert with full experiences in openCV, tensorflow, caffe, keras, torch, etc. I have developed a lot of object detection and recog Больше

₹30000 INR за 7 дней(-я)
(4 отзывов(-а))
3.1
stasdanichiev

********YOU WILL GET PERFECT RESULT IN TIME ******* ***** Thanks for your posting! I am an image processing expert with full experiences using machine learning such as tensorflow, caffe, darknet, etc and opencv, intel Больше

₹35000 INR за 3 дней(-я)
(3 отзывов(-а))
2.0
jyrens

Dear John Doe I have read your job description with regards to the design of this components I am a Machine learning engineer with 5 year experience in Tensorflow , yolov3, Python and keras , you can find a proof o Больше

₹250000 INR за 7 дней(-я)
(1 отзыв)
2.2
ahmedelhelow

Hello, I just have obtained my master's degree, and finished three machine learning and artificial intelligence projects. I used tensorflow, keras and openCV with CNN, SVM, Qlearning and A-star algorithms. I even taug Больше

₹37500 INR за 7 дней(-я)
(1 отзыв)
1.6
hotmusic24

Thank you. I have developed a lot of India ALPR projects before. So I can implement your task within short days. Please contact me. Shohan.

₹25000 INR за 7 дней(-я)
(4 отзывов(-а))
1.4
suryaaharii

******** MACHINE LEARNING EXPERT AND VISION PROFESSIONAL ************ Thank you for your posting! I am an Machine Learning expert with full experiences such as tensorflow(including TfLite), caffe, DARKNET, OPENALPR, e Больше

₹25000 INR за 4 дней(-я)
(1 отзыв)
0.6
softloft2020

Hello, we have experience in Machine Learning and Deep Learning techniques we will do the project...

₹27778 INR за 7 дней(-я)
(0 отзывов(-а))
0.0
kshitijpandeyiit

I have developed same kind of thing in our second year Project at IITBHU so I think we can develop it very quickly as we just need to modify our Project and It is also not hard for us to do waiting for you message to Больше

₹22222 INR за 6 дней(-я)
(0 отзывов(-а))
0.0
pavang123

Hey there, I have gone through your project details. From my experience in object detection I would recommend you to use YOLO which is much more faster that Mask RCNN in terms of speed and relatively has Больше

₹25000 INR за 7 дней(-я)
(0 отзывов(-а))
0.0