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OpenCV Object Detection (Long-Term)

$15-50 USD / hour

Stengt
Lagt ut nesten 4 år siden

$15-50 USD / hour

We are seeking another member to join our long-term team working on a computer vision Intelligent Transportation Systems (ITS) project. Much of the work we are currently concentrating on is detection of various objects and placards on vehicles, using methods that are as low in CPU usage and as fast as possible on a single frame. Additional work includes average speed detection, advanced vehicle type classification, flow studies, and license plate recognition. First, would you please answer a few questions? 1. Please provide more detail about your OpenCV experience, with specific examples. 2. How many hours per week are you available? 3. What is your hourly rate for a long-term (40+ hours/week) position? For our test task, below is a link to a short video from a traffic camera. Using Python or C++, please write a program that will: • Detect the vehicle number/license plates. • The plates should be cropped (with some padding) and saved to the working directory. • A green bounding box should be placed over the plate in the video when it is detected. Link to test task video---- [login to view URL] There are 28 detectable plates in this 1 minute video. We also made a video of the working algorithm to show that it can work, and how it looks. Link is here: Working detection video ---- [login to view URL] If you are interested in participating, please respond with answers to our questions as well as a price for your time to complete the test task. Please consider that we currently have a detection algorithm and are familiar with the length of code needed to accomplish this basic vision exercise.
Prosjekt-ID: 24749890

Om prosjektet

17 forslag
Eksternt prosjekt
Aktiv 4 år siden

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17 freelancers are bidding on average $29 USD/time for this job
Brukeravatar
Hello, I can help you with your project - OpenCV Object Detection (Long-Term) I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Please visit : https://www.freelancer.com/u/schoudhary1553 I have excellent command over English. I am a hard worker, productive and worthy of your attention I hope, I would be the right candidate for this post. Awaiting an affirmative response from you. Kinds Regards, Sandeep
$35 USD om 40 dager
5,0 (88 omtaler)
6,7
6,7
Brukeravatar
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 data analysis. SKILLS • Databases: MySQL, PostgreSQL, MongoDB. • Language: SQL, Python, Colab, Jupyter , Django, R, HTML • BI Tools: Tableau, Qlik, • Other Skills: OpenCV, TensorFlow, Theano, Keras, Scikit, Numpy, Pandas, YOLO, CUDA - Experienced in building end-to-end pipelines for Data manipulation, Modelling, Model selection and Prediction - Knowledge of a variety of Data Visualizations methods. - Statistical Analysis and knowledge of a variety of ML algorithms like: - Regression (Linear, Log Reg, GLM, Trees based ) - Dimension Reduction (PCA, LDA) - Classification (NB, SVM, Log Reg, Trees, Ensembles - RF, GBM , Adaboost, XGBOOST, CATBOOST) - Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral) - Expert in Tensorflow/Theano/Keras/Pytorch - Transfer Learning - Object Detection and Image Processing, Time Series Analysis - DBMS - MySQL, MongoDB - NLP & Text Analysis, Sentiment Analysis, POS, NER, Advanced text Classification using DL methods, Chatbots - Additional Tools - RapidMiner, WEKA, KNIME, TRIFECTA, Qlik, Tableau, GIT, AWS, GCP - Language - Python, R I understand the project requirement and will deliver the desired product within the time specified. I am a preferred freelancer on Freelancer.com (Among top 3% percent). Thanks
$33 USD om 40 dager
4,6 (48 omtaler)
6,7
6,7
Brukeravatar
********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 openvino technique. I have developed a lot of object detection and recognition projects such as car number plate detect and recognition, captcha recognition(ocr), symbol recognition(ocr), soccer player detection, face swap, face recognition, object detection, ect with Java, Android, c#, C++, python, QT. And I have developed a lot of image recognition project such as emotion recognition, pose detection and recognition and age, gender estimation. If you response my bid I will send you my image processing Demos and I can finish your task and deliver you perfectly. Also, you can know my ability enough. Good relationship with client is more important than money for me. So I will work with low price for our long-term relationship. I sincerely hope this project would be first step in long term relationship with you. Please give me your detail… Let’s share our idea. Looking forward to hear from you soon. Best Regard
$33 USD om 40 dager
5,0 (10 omtaler)
4,9
4,9
Brukeravatar
Hello, there. I love this job. I have rich experience in AI, Image processing, OpenCV, Neural Network and machinlearning. I hope to work with you. best regards
$30 USD om 40 dager
5,0 (10 omtaler)
4,2
4,2
Brukeravatar
hi I am really interested in your project I am new to Freelancer so I placed a bid for a low price But I have full experience of object detection by using opencv and deep learning I could finish your project in high quality, in short timeline I could satisfy you Everything will be done well if you work with me Thank you
$25 USD om 40 dager
5,0 (10 omtaler)
4,3
4,3
Brukeravatar
Hi there. As a ML specialist, I am famiar with OpenCV, Tensorflow, Yolo, Pytorch, Kaggle, and Matlab. 1. Please provide more detail about your OpenCV experience, with specific examples. - Face detection system - Object detetion system - Traffic detection system :) 2. How many hours per week are you available? Greater than 40hr 3. What is your hourly rate for a long-term (40+ hours/week) position? 30~40usd/hr I've experienced the followings as you can see my portfolio. • Detect the vehicle number/license plates. • The plates should be cropped (with some padding) and saved to the working directory. • A green bounding box should be placed over the plate in the video when it is detected. I am sure my experience, knowledge and skills are a good match for this job. I'd like to disucss on this project. Regards.
$35 USD om 40 dager
5,0 (3 omtaler)
3,6
3,6
Brukeravatar
Hi I am very happy to apply for your project. I've read your job very carefully and understand what you want. I'm a C#, WPF, .NET programming and Software Development and Image Processing expert. I have developed many projects. Any of your requirements are welcome. I can start your project immediately. I can provide full-time communication and work your time-zone. If you give me a chance to serve you, I will provide a high-quality product within the deadline. Have a good day.
$30 USD om 40 dager
4,6 (2 omtaler)
3,5
3,5
Brukeravatar
I have been working as AI Developer and has done various similar computer vision projects. I will work on this project very effectively.
$22 USD om 10 dager
5,0 (1 omtale)
2,3
2,3
Brukeravatar
I am interested in this type of work . i am the only one good enouth to do this work . i will do it in most accurate and efficient way . looking forward to host you .
$33 USD om 40 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
Data Scientist 4 years experience building AI-ML driven solutions for clients using R and Python Pioneer in Neural Networks, Deep learning, Computer Vision, Text Mining & Predictive Analytics Relevant Skills and Experience Object Detection using Tensor Flow, Keras, Machine learning, Computer Vision, Deep Learning, Neural Networks,Text Analytics, Image processing , Predictive Modeling, Risk Analytics
$22 USD om 10 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
I have worked on opencv to find the detect in solar panel. Also I have used the yolo open source object detection library. Relevant Skills and Experience 12 year of experience in embedded system development and linux operating system open source projects like yocto build projects. Open source tools like LTP, opeofile, LTTng many more related to system.
$28 USD om 10 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
Hi, my name is Mohamed Chebaane, I want to make this project, 1. I have a good experiences on openCV, I can make most of OpenCV and Python to build applications for object recognition and augmented reality such as Applying Geometric Transformations to Images, Detecting Edges and Applying Image Filters, Cartoonizing an Image, Detecting and Tracking Different Body Parts, Extracting Features from an Image, Seam Carving, Detecting Shapes and Segmenting an Image, Object Tracking, Object Recognition, Augmented Reality, Machine Learning by an Artificial Neural Network, 2. 40 hours per week 3. 40 hours per week I can start the next week, Best regards,
$39 USD om 40 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
i am work with open cv that is use for mainly for detection any type of object i am interested in this type of project because i love this . i want work on it for me money is not matter for this project only
$33 USD om 40 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
Hello, I have huge interest in python. Therefore got self trained in Python. I have also built few applications in Python like 1. A motion detector using open OpenCV, which detects video from webcam and encircles the object moving. 2. created a bookstore desktop app using SQLite and tkinter 3. Marked locations on map using folium and pandas. 4. Used Json and difflib to create interactive dictionary. Please find my answers for your questions: 1. Open cv experience: Created an app to detect motion from webcam using opencv and encircle the moving object. 2. I am available 5 days a week. 3. Rate for long term, $40/ hr. Please let me know if my profile suits you. Thanks Charu
$28 USD om 5 dager
0,0 (0 omtaler)
0,0
0,0
Brukeravatar
My OpenCV experience dates back to several years ago - about a decade. I have used it in image detection in the pre-procesing stage of a body scanner in C++.Transforms of images 3 years. here I used the library for everything from Image filtering, working with Cv_mat types in order to do intensive pixel-wise computations , performing many Image transforms for the (Fourier, laplace, etc) purpose of creating new features of the video frames (images) for the ML. Histograms of various images and their transforms again for the purpose of and classification with detection. Doing other Ops like integrals , gradients of images etc. I have used it quite frequently with another company (Opencv2 in Python) on floor plans to detect (with bounding boxes) and classify adhoc parts of these images pre ML. So thresholding, dilations, erosions, masking , & segmentation via connectedComponents. bitwise operators on images, reading in different channels and so on.. I am available as many hours per week as you wish. Maybe up to 50 hours say. a rate of USD$27 is sufficient. This test task should only take 2 hours max to ensure its tested etc.
$27 USD om 40 dager
0,0 (0 omtaler)
0,0
0,0

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