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Python-Based Real-Time Gesture Recognition System

$30-250 USD

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Julkaistu noin 2 kuukautta sitten

$30-250 USD

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I need a capable individual or team to develop a Python-based facial and gesture recognition system. Develop a facial and gesture recognition system capable of detecting and counting the number of fingers a person is holding up in real-time using Python, Tkinter for the user interface, and OpenCV for image [login to view URL] are detected simultaneously, the system should recognize all of them. Ideal candidate will have: * Strong working knowledge of Python, Tkinter and OpenCV * Prior experience in developing robust facial and gesture recognition systems * An understanding of image processing and security monitoring systems. Functional Requirements: User Interface (Tkinter): The system shall feature a graphical user interface (GUI) built using Tkinter to provide user interaction. GUI components should include a live video feed displaying the webcam input, along with a display area to show the count of fingers detected. Facial Detection: Utilize OpenCV's face detection algorithms to identify and localize faces within the webcam feed. Upon detecting a face, draw a bounding box around it for visual feedback. Gesture Recognition: Implement gesture recognition techniques to analyze hand gestures within the region of interest (ROI) around the detected face. Use OpenCV to isolate the hand region from the face and background. Apply image processing techniques (such as thresholding, contour detection, and convex hull) to identify the hand and fingers. Implement a finger counting algorithm to accurately count the number of fingers visible in the hand gesture.
Projektin tunnus (ID): 37839736

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Aktiivinen 11 päivää sitten

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35 freelancerit tarjoavat keskimäärin $163 USD tätä projektia
Käyttäjän avatar
I am a Python developer and have strong expertise in Tkinter and OpenCV, with prior experience in developing real-time facial and gesture recognition systems. I understand image processing and security monitoring systems and can deliver a graphical user interface using Tkinter along with live video feed and finger counting algorithm. I am confident in implementing gesture recognition techniques and hand gesture analysis to meet the functional requirements.
$250 USD 2 päivässä
5,0 (169 arvostelua)
7,7
7,7
Käyttäjän avatar
As an experienced Software Architect and Python developer, I have proven my ability to design and develop complex systems, which is precisely what this gesture recognition project requires. Over the past 7 years, I have effectively utilized Python, including Tkinter and OpenCV in various projects. My experience working with elite organizations such as Metlife GOSC and DXC Technologies has honed my skills in image processing and security monitoring to suit projects like yours. Developing a user-friendly GUI with Tkinter won't be a problem as it aligns perfectly with my full-stack development expertise. I've built dynamic interfaces that provide intuitive user interaction. On the other hand, my understanding of not only facial detection but also gesture recognition techniques using OpenCV makes me an ideal candidate for your project. I have utilized image processing methodologies like thresholding, contour detection and convex hull which are crucial for accurately detecting and counting fingers - exactly what you need. By choosing me, you're selecting a freelancer who is committed to ensuring your satisfaction. Let my reputation for delivering quality work with speed speak for itself - as does my willingness to form long-term relationships with clients. You can expect nothing less than complete dedication from me to provide the highest quality work efficiently and effectively. I'm here to bring your vision to life - let's get started!
$180 USD 4 päivässä
4,9 (190 arvostelua)
7,5
7,5
Käyttäjän avatar
Hello, How are you? I have 6+ years experience in Python , Software Architecture and C++ Programming . I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
$140 USD 15 päivässä
5,0 (25 arvostelua)
6,0
6,0
Käyttäjän avatar
Hello Good evening, I hope you are doing great. I am thrilled to assist you with Java, Python, Software Architecture, Machine Learning (ML), and C++ Programming. I have a large scale of experience in similar projects, utilizing the following technologies. I am confident that I will deliver high-quality services that meet your needs and expectations. We are available to discuss your project further and look forward to hearing from you. For a prompt response from our side, please click on the chat button. Portfolio https://www.freelancer.com/u/Feriver Thanks and Regards, Asif Nawaz
$250 USD 10 päivässä
4,9 (56 arvostelua)
5,7
5,7
Käyttäjän avatar
Hi there. ⭐⭐ I am a full stack Developer ⭐⭐ with experience in HTML, Javascript, Bot Developement, Web Developement, MY SQL, Machine Learning (ML), PYTHON, Deep Learning and Communications. I have worked with many similar projects as i have a team of enthusiastic developers. We strive to give our best. Please contact to discuss in detail.
$170 USD 2 päivässä
5,0 (62 arvostelua)
5,8
5,8
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Hi there, I'm thrilled to apply for your Python-Based Real-Time Gesture Recognition System project. With 4-5 years of experience in Java, Python, Software Architecture, C++ Programming and Machine Learning (ML), I'm confident in my ability to bring valuable insights and expertise to your initiative. Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Could you please share any available detailed documentation? I'm also open to further discussions to explore specific aspects of the project. Feel free to check out my profile, showcasing my portfolio, past jobs, and client reviews. It reflects the quality and professionalism I bring to every project. My goal is to provide a competitive budget without compromising on quality. Thanks for considering my proposal. I'm eager to collaborate and contribute to your project's success. Let me know if you need any more information. Best regards, Rashid Amjad
$250 USD 8 päivässä
5,0 (21 arvostelua)
5,7
5,7
Käyttäjän avatar
I will show you my recent projects related to OpenCV for image processing then we will move forward. So it's surety for you to get perfect solutions from my side. Also, if you want demo-type things or initial work for your project, then I will show you, and after that, we will finalize our project deal and payment milestones. I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. We have 16+ years of experience in software development. We have developed over 600 projects and research papers in the fields of machine learning, artificial intelligence, image processing (GIS), network, and SEO-based web and mobile apps. We have successfully completed the projects ChatGPT, Deep Learning, Computer Vision, Natural Language Processing (NLP), Encryption Decryption, Face Detection, UML Diagram, OCR, Big Data, Data Mining, Data Analysis, Statistics, Trading, Text, Image, Multiclass Classification Using Azure ML, Tensorflow, R Programming, OpenCV, Matlab, Hadoop, Artificial Intelligence Program Using PROLOG, Robotics Software, TCP-UDP Networking Project, Cloud Computing, etc. Note: The project has QA, testing, and comments in the code, so it's easy to understand the flow of the project.
$300 USD 7 päivässä
4,9 (29 arvostelua)
5,6
5,6
Käyttäjän avatar
Hello Sir/ Ma’am We are a group of Software Engineers (Programmers) having 10+ years of experience. Expert in JAVA (swing, FX, Springboot) , C prog, C++ prog, .NET, C# prog , Python, MATLAB. 
Artificial Intelligence (AI) , Machine Learning ,Deep learning, CUDA, Metatrader MT4/5, Data Science, Data Structure, OpenCV, OpenGL. Done 770+ projects here on FREELANCER.COM. The bid is negotiable and we can talk about the price. Thank you
$140 USD 7 päivässä
5,0 (17 arvostelua)
5,1
5,1
Käyttäjän avatar
Hello there, I'm a seasoned developer with a strong foundation in Python, specializing in creating advanced facial and gesture recognition systems using OpenCV and Tkinter. My experience includes developing robust systems capable of real-time detection and analysis, making me well-suited for your project. I'll build a user-friendly interface with Tkinter, featuring a live video feed and a section to display finger counts. Utilizing OpenCV's powerful face detection algorithms, the system will accurately localize faces and draw bounding boxes for immediate visual feedback. For gesture recognition, I'll implement sophisticated image processing techniques to distinguish hands and fingers within the ROI, ensuring precise finger counting. My understanding of image processing and security systems further complements my technical skills, positioning me as an ideal candidate to deliver a high-quality, efficient solution for your facial and gesture recognition needs. Best regards.
$200 USD 1 päivässä
4,9 (28 arvostelua)
5,3
5,3
Käyttäjän avatar
Hello Sir/MAM I am a skilled full stack developer. Having rich experience in Java , Python , C , C++ , C# , Eclipse , Sql , Mysql , .Net ,Oracle , Object Oriented Programming , Data Structure , Algorithms . I have a perfect grip on “Automation” , and work in “Machine Learning” Deep Learning ”. My track record as demonstrated in my 100% job completion and 5-star review rating showcases My ability to deliver exceptional results on time and with utmost quality I believe that my skill set makes me the ideal candidate for this project Please come on chat we will discuss more about this I will be waiting for your reply . Thanks and Best Regards
$40 USD 2 päivässä
5,0 (35 arvostelua)
5,2
5,2
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Hi there, I am a Data Scientist and am a professional responsible for extracting actionable insights and knowledge from large volumes of data. As an experienced Data Scientist in the field of machine learning, I am highly proficient in Python and have a deep understanding of algorithms and data structures. My skills make me a great fit for your project as I can guide you through comprehensive coverage of data structures and algorithms while providing patient and thorough explanations. I have over 12-plus years of experience with Python Library Pandas, Karas, TensorFlow, NumPy, PyCharm, Py torch, Open CV, NLP, and others. With over a decade's worth of experience under my belt, including expertise in NLP, Natural Language Processing, Neural Networks, CNNs, RNNs, LSTM, and GANs just to mention a few, I can provide you not only with knowledge but also how to apply it efficiently. Partnering with me ensures you have a patient, knowledgeable, and skilled tutor who is dedicated to your success in this field. My top priority is to provide high-quality work, https://www.freelancer.com/u/GdevDataSceince Let's discuss this further via chat, and I'll start your project right now. Thanks Gdev
$140 USD 7 päivässä
5,0 (11 arvostelua)
4,9
4,9
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Hi,Thanks for your posting. I have full skills and full experiences of this field. I have developed many Image Processing project with every field of image processing. I am expert in these fields (YOLO, OCR, OpenCV, Tensorflow, PyTorch, Keras, ML/DL model). I can finish your project with high quality and on time. Please send me your message to discuss more about your project. I am waiting your reply now. Thanks.
$100 USD 2 päivässä
4,7 (15 arvostelua)
5,2
5,2
Käyttäjän avatar
Hi. How are you? I read your project description.. I am a AI expert with 10 years of experience including ML. I have finished many application project of AI using Python/ Tkinter, tensorflow . for example, object detection, image processing, data regression/analysis/classification To complete project choice me , I will give you perfect result on time. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$100 USD 7 päivässä
4,7 (9 arvostelua)
4,8
4,8
Käyttäjän avatar
⭐ Hi, My availability is immediate. I read your project post on Python / AI / ML Developer to develop a Python-based facial and gesture recognition system. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. - ML Toos: ChatGPT, Llama, Google Bard, OpenAI, Artificial Intelligence, - AWS SageMaker, AWS Bedrock, AWS Machine Learning Services, AWS AI Services - Azure Cognitive Services, Azure Bot Service, Azure QnA Maker, Azure Vision, Azure Document Intelligence, Azure OpenAI - Tableau, PowerBI - AI: Generative AI, Langchain, LLM, RAG - Artificial Intelligence, Machine Learning, Deep Learning, Chatbot Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$230 USD 3 päivässä
4,3 (16 arvostelua)
4,0
4,0
Käyttäjän avatar
As someone who has been working with Python, its libraries, and computer vision application for over 5 years, including real-time object detection and tracking, image processing, and more specifically counting objects, I assure you I can bring great value to your project on Python-Based Real-Time Gesture Recognition System. Moreover, in my previous engagements, I have integrated face detection, tracking as well as contour analysis of hand gestures into sophisticated AI systems. I’ll happily deploy similar techniques to seamlessly combine OpenCV's face detection with hand gesture recognition for your project. In conclusion, if you're looking for a proven professional who possesses the unique mixture of technical expertise in Python (including OpenCV and Tkinter), AI/ML - coupled with dedication and promptness to deliver quality results on time - then I am the freelancer for you! My track record in delivering successful and efficient systems is a testament to my ability. I look forward to leveraging my in-depth understanding of your project’s requirements to make it a resounding success!
$100 USD 5 päivässä
4,8 (5 arvostelua)
3,6
3,6
Käyttäjän avatar
Como engenheiro mecatrônico e programador Python proficiente, sou mais do que adequado para seu projeto de reconhecimento facial e de gestos baseado em Python. Minha experiência substancial em projetar e desenvolver modelos 3D, robótica, IoT e visão computacional me proporciona uma compreensão única dos requisitos necessários para criar um sistema eficiente e confiável como o que você está imaginando. A tarefa deste projeto requer meses, senão anos de pesquisa e desenvolvimento dedicados: uma área na qual me especializei, conforme evidenciado por minhas robustas habilidades em aprendizado de máquina e visão computacional. Essas habilidades foram aprimoradas ao longo dos anos, especialmente no desenvolvimento de sistemas de reconhecimento facial e de gestos, onde encontrei desafios semelhantes aos seus. OpenCV é uma segunda natureza para mim, portanto, aproveitar seus recursos com as habilidades de GUI do Tkinter seria um processo tranquilo. Em última análise, meu foco continua sendo fornecer um sistema funcional que ofereça valor ao usuário final. Portanto, seja aplicando criativamente técnicas de processamento de imagem, como limiar ou detecção de contorno para identificar mãos e dedos, ou desenvolvendo algoritmos avançados de contagem de dedos, posso dizer com segurança: "Você está em boas mãos". Escolha-me pelo meu forte domínio dos requisitos do seu projeto, destreza técnica
$180 USD 7 päivässä
4,9 (5 arvostelua)
3,6
3,6
Käyttäjän avatar
Hello I’ve carefully checked your requirements and really interested in Python-Based Real-Time Gesture Recognition System. I am confident for your project because I have skills of C++ Programming, Java, Machine Learning (ML), Python and Software Architecture. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details. Sincerely, Yehor.
$150 USD 1 päivässä
5,0 (1 arvostelu)
3,0
3,0
Käyttäjän avatar
As a seasoned professional at Techfusion, specializing in full-stack development, cloud architecture and deployment, AI and machine learning, data analytics and IoT integration, I possess the precise skills and experience your project demands. We pride ourselves on delivering polished solutions by utilizing our diverse skill set in emerging technologies. In addition to strong competencies in C++, Java, Python, and Software Architecture, our team has an exceptional understanding of OpenCV utilization for real-time image processing. Our prior experience in developing robust facial and gesture recognition systems is an asset for your project. We're well-versed in utilizing Tkinter to design intuitive graphical user interfaces that incorporate live video feeds; just as your project requires. Furthermore, our aptitude for localization and identification will ensure OpenCV's algorithms are utilized optimally to detect faces and gestures while enhancing accuracy. Overall, Techfusion offers an innovative approach where excellence meets efficiency. From ideation to deployment, we are committed to transforming your vision into a reality. Choose us today and let's build a solution that not only meets but exceeds your expectations! NOTE: Please note that initial bid is estimate and the final quote will be provided after discussion of the project requirement.
$140 USD 7 päivässä
5,0 (1 arvostelu)
3,1
3,1
Käyttäjän avatar
EXPERT in(Image processing and Object Detection, Python) Hi, how are you? I checked your detail carefully. I’ve completed the image processing projects before successfully. Before, using python and YOLOv8, I completed @@Car Detection Tracking and Bidirectional Counting@@ project. Awarding me will be the fastest way to complete your task with the best rates possible. THANK YOU.
$100 USD 3 päivässä
5,0 (2 arvostelua)
2,8
2,8
Käyttäjän avatar
With over 15 years of experience in the field of data science and image processing, I bring to the table an extensive skill set that directly aligns with your project requirements. Shall we say, a match made in coding heaven? My expertise covers a wide range of areas including but not limited to, Computer Vision, Data Analysis, and Natural Language Processing-creating an intriguing intersection for the job at hand. This unique mix enables me to approach challenges from multiple directions and find comprehensive solutions that'll exceed your expectations. In terms of Computer Vision, I've mastered conducting facial detection and recognition with results such as face swapping and even stock prediction - demonstrating precision of my skills. My knowledge of Image Processing allows me to expertly deploy OpenCV's algorithms for gesture recognition - an essential component of your project. I'm well versed in different aspects of Python (like Tkinter) and also familiar with software OpenCV opensrc library for image processing which makes for a seamless integration into the existing framework. But it's not just about a technical skill set only. Over my long career, I have honed certain qualities, like adaptability (with several operating systems) or problem-solving (has something ever halted your dataset delivery?), that have proven invaluable to each project I've undertak
$100 USD 2 päivässä
5,0 (2 arvostelua)
2,9
2,9

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Maan BRAZIL lippu
Sao Paulo, Brazil
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0
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Liittynyt kesäk. 22, 2009

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