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Vehicle Recognition Using Video

Requirements:

1. We want to do vehicle classification and counting on the video footage.

2. The video footages are from the built-in Camera Module.

3. The developer can use any algorithms and model as long as the program can run on the server, achieve 90% accuracy and FPS more than 10.

4. The program should be able to run on the edge which is Jetson Nano. The specifications for the Jetson Nano can be read here [login to view URL]

RAM: 4GB

CPU: Quad-core ARM Cortex-A57 MPCore processor

GPU: NVIDIA Maxwell architecture with 128 NVIDIA CUDA® cores

Camera Module: 8MP Sony IMX219 Camera Module

What are we looking for:

• Knowledge and experience in machine learning, data analytics, and DevOps with specific expertise in AWS Services (basic understanding) , Deep Learning Framework, Data Analytics, and Machine learning.

• Practical experience in Pytorch/Tensorflow, Python, C / C++ (possibly also Python, C).

• Creativity and curiosity for solving highly complex problems, and a team-oriented attitude.

• The ideal candidate ought to have an excellent communicator.

Compétences : Python, DevOps, Data Analytics, Pytorch, Deep Learning

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Concernant l'employeur :
( 0 commentaires ) Kuala Lumpur, Malaysia

Nº du projet : #29845407

14 freelances font une offre moyenne de 253 $ pour ce travail

(10 Commentaires)
6.2
AcaIl

[login to view URL] I read your description and I am very interesting in your project. I have rich knowledge and enough experience for vehicle classification and counting, plate number recognition. I can complete your project in Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 5 jours
(4 Commentaires)
4.8
JaT83

Hi. I am a Machine Vision Expert. I am very familiar to Deep learning apis such as Tensorflow, TensorflowLite, TfLearn, keras, pytorch, and fastai, mxnet. I have a good hands on working with Advanced R and Python and B Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(5 Commentaires)
3.9
bintusad5

-------YOU WILL GET PERFECT RESULT IN TIME------- Thank you for your posting! Just I have read your job posting, and I’m very interested in your project. I am a computer vision expert with full experience using machine Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 3 jours
(3 Commentaires)
3.1
akhil4dp

Hi, I worked on similar project, to count vehicles entering and exiting and installed in a car wash. I used deep learning algorithms for object detection and python tensorflow library for building the project. I can pr Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 5 jours
(5 Commentaires)
3.2
iPingDataLabsLLP

Hi, Greetings for the day! We are a team of passionate Machine Learning Engineers based in Mumbai, India, who have developed and deployed complex AI solutions using Machine Learning and Computer Vision. Upon going t Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(2 Commentaires)
3.0
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(3 Commentaires)
3.0
mtkn

Hi, I have experience in video understanding and semantic analysis based on ML. feel free to knock me.

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(2 Commentaires)
1.6
DeepAISolutions

Hi we are deep learning specialist company. We have previous experience with car detection and classification. We have also deployed models on Jetson tx2. We have an extremely relevant project experience in detectin Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 25 jours
(1 Évaluation)
0.2
officials1

hi dear, I just read out your description and i am interested in your project. i am expert in vehicle detection, and i also done with it. if you need quality work than feel free to contact me. Thanks.

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 6 jours
(0 Commentaires)
0.0
davidfawzyuk

******** YOU WILL GET PERFECT RESULT IN TIME ************ Thank you for your posting! I am an image processing expert with full experiences using machine learning such as tensorflow, caffe, DARKNET, OPENALPR, etc and Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 4 jours
(0 Commentaires)
0.0
knightmlpraput

Greetings. I am the CEO and Co-founder of Knight ML. Looking for ML, AI solution for your business? Over the years we have gained expertise in ML, AI, especially in Computer vision and NLP. Our team comprises of progr Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(0 Commentaires)
0.0
SRAV20177

Hi, I've worked on object detection models and various face recognition models and had experience in all deep learning and machine learning frameworks. Some of the projects are listed below: 1. social distancing using Plus

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(0 Commentaires)
0.0
nanditapatel2021

---- Vehicle Recognition Using Video ----- Dear Client Warm Greetings, I have been Python Developer for 5+ years and have experience of Building Management, Distributed, Database Applications. with Machine Learning, Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(0 Commentaires)
0.0