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Computer vision Quality Control

$30-250 AUD

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Veröffentlicht vor etwa 1 Monat

$30-250 AUD

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Project Overview: We are seeking an experienced developer with expertise in image processing using OpenCV. The project aims to develop an application capable of detecting and analyzing specific shapes within complex images representing a stack of metal parts with known CAD drawings and the task is to identify types and counts of these metal parts in a given image. The focus will be on creating a robust system that can accurately identify and outline shapes against varied backgrounds and under different lighting conditions. Project Objectives: Create an efficient image processing application using OpenCV. Develop a method to detect shapes with high accuracy in images that have complex scenes. Ensure the system is versatile enough to handle different image qualities and operational scenarios. Core Responsibilities: Image Processing Development: Design and implement a series of image processing steps to prepare images for shape detection. This may include noise reduction, edge detection, and morphological operations to enhance image features. Shape Detection and Analysis: Develop algorithms to detect and classify shapes within images. The system should reliably identify the shapes regardless of image complexity. Optimization: Tune the algorithms to handle various image distortions, including blurring, scaling, and rotation. Testing and Validation: Rigorously test the system with a diverse set of images to ensure accuracy and robustness. Make necessary adjustments based on test outcomes. Documentation and Reporting: Document the development process, code, and usage guidelines. Prepare reports on the system's performance and limitations. Desired Skills: Proficiency in image processing and computer vision. Strong experience with OpenCV and its core functionalities. Ability to write efficient and clean code in the programming language of choice that supports OpenCV. Excellent problem-solving skills and ability to work independently. Experience with GUI development for image processing applications is a plus. Deliverables: A fully functional image processing application that meets the project requirements. Comprehensive documentation of the code, setup, and operational guidelines. A final report detailing the methodology, testing processes, and performance metrics. This project is ideal for developers who are passionate about computer vision and image analysis, providing an opportunity to tackle real-world challenges using advanced image processing techniques.
Projekt-ID: 37996248

Über das Projekt

15 Vorschläge
Remote Projekt
Aktiv vor 1 Monat

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15 Freelancer bieten im Durchschnitt $150 AUD für diesen Auftrag
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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 AUD in 1 Tag
5,0 (5 Bewertungen)
4,7
4,7
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*** Image Processing Expert *** Hello,Thanks for your posting. I am a Senior software engineer with full skills and experiences of this field. So i have developed so many Image Processing Projects such as Face Recognition/Swap, ANPR, OMR, OCR, MRZ, Object counting, pose detection, captcha recognition, image segmentation(image background remove), Image edit application, etc. I am really good with Libs for Image processing field, such as OpenCV, Tensorflow, Torch, Caffe, Keras and many DNN models. So i can make perfect result for you in time with my full skills and experiences. Please let's discuss more details in chat. Hope to get touch with you soon. Best regards.
$50 AUD in 2 Tagen
5,0 (1 Bewertung)
2,8
2,8
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Hello, I have rich exp in ACM/ICPC and deep understandings of algorithms for Classifications, NLP, Image, speech and text Processing,Neural Networks,e.t.c I am an MSc majored in mathematics. (Probability and Statistics in detail) Consultation is also welcome. I have have rich experience in mathematical and algorithm problems. I can help you get insights on the data you described. Algorithm(exp. in ACM/ICPC)/Artificial intelligence(AI) Machine Learning (Neural Networks), Deep Learning C++/C#/Matlab/R/Python/java I will be more than excited to provide you a quality solution and earn your respect, confidence and trust
$200 AUD in 2 Tagen
2,4 (1 Bewertung)
2,0
2,0
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As a skilled data scientist with a deep expertise in computer vision, I can bring immense value to your image processing project. Over the course of my career, I've developed a strong command over OpenCV and its core functionalities, which is exactly what you require for this undertaking. Specifically, I have hands-on experience developing image processing steps for shape detection and outline, noise reduction, edge detection, morphological operations to enhance image features, and tackling different types of image distortions. Moreover, my proficiency in Python, R and SQL ensures that I can write efficient and clean code that supports OpenCV and successfully handle your diverse data needs. And given my prior experience working with large datasets can assure you the delivery of a robust system that reliably identifies shapes despite the complexity inherent in your project. My problem-solving abilities coupled with a passion for computer vision and image analysis makes me a fit for your project. Rest assured that my work aligns accurately with the project requirements and the quality I deliver will exceed your expectations. Choose me for this gig and let's create an efficient, adaptable and powerful computer vision Quality Control system together!
$50 AUD in 1 Tag
5,0 (2 Bewertungen)
1,1
1,1
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I have many years of experience on Image Processing, OpenCV, Computer Vision
$120 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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As a highly seasoned developer who's well-versed in the realm of image processing and OpenCV, I believe I have the right blend of skills to meet your quality control needs. My numerous years dedicated to mastering skills in Mechatronics, Robotics, Computer Science, and Electrical Engineering has facilitated my deep understanding of core concepts pertaining to image analysis. From noise reduction and edge detection to morphological operations, I've honed these techniques to enhance image features and deliver precise shape detection. But what differentiates me further is not just that I can write efficient and clean code needed to support OpenCV; I'm particularly adept at tuning algorithms to function optimally even with image distortions like blurring, scaling, and rotation. Additionally, my track record shows how I am consistently focused on ensuring any system I design is versatile enough to handle varied scenarios - a critical competency for this project.
$250 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Greetings, I have reviewed your image file and thought deeply how to detect the shape and count the number of metal parts. Here is my basic algorithm for this task: - Detect the shapes using Edge Detection and Line Detection with OpenCV. - Count the numbers based on the positions of the lines and edges. I am confident that I can deliver your project within a few days. There are mainly two methods to solve this problem—Deep Learning (DL) and Image Processing with OpenCV (C/C++ or Python). I believe the latter is more suitable for this project. I have already made my plan for this method. Please contact me, and let's discuss the details further. Additionally, if you wish, you can test me with any Image Processing-related task. Looking forward to hearing from you. Best regards.
$100 AUD in 5 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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I was working on your task, and I achieved great progress. chat to see that and to decide if that is what you need or not.
$140 AUD in 2 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Hi, friend. Your project is very interested for me. I have ever developed many projects like yours. Trust be told, it's easy for me. As a senior developer with extensive expertise in image processing and OpenCV, I am well-equipped to lead the development of your project, ensuring the creation of a robust system capable of accurately detecting and analyzing specific shapes within complex images. My proven track record in designing efficient algorithms, optimizing performance, and delivering comprehensive documentation makes me the ideal candidate to successfully execute this task. Please hire me. Regards..
$140 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Dear Client If you are looking for the most suitable developer, a creative and passionate developer, don't waste any more time. Wow, It seems to post for me. 1000% As a Computer Vision Engineer with over six years of experience in developing and implementing cutting-edge computer vision algorithms, I am excited to bring my unique blend of skills and expertise to your dynamic team. My work at storyloomai Tech, where I led a team that developed a state-of-the-art object detection system, has prepared me to take on the challenges at your organization. I am particularly drawn to your company's focus on creating innovative solutions for real-world problems, which aligns with my commitment to using technology to improve lives.
$140 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Hello, customer. I am a senior software developer with over 9 years of professional experience in React, Node, Django, Flask, and AI. My main programming languages are Javascript/Typescript, C/C++, and Python. I pretty much understand what you want and I'm very confident in your work on the technical side as well. I will complete your project perfectly within the shortest period of time at a reasonable price. thank you
$140 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Hello, Sorry for late proposal. After reviewing your job post, I understand what you want to achieve. Great! It's the best match for my skills and experience. I have enough experience of python, c++ and its frameworks, including Django, OpenCV. I am sure that your work perfectly suited to me and I will finish it in 3days. As a seasoned AI developer, I have over 5 years of expertise in developing quality software and leading backend development projects. I look forward to the opportunity to contribute to the success of your project and assure you of my commitment to delivering exceptional results. I hope to discuss your work. Thanks for your time.
$140 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Hi, there. Thanks for you job posting. I am confident that I have enough skills for your project. I have practical experiences with Computer Vision using DL models like U-Net, libraries like OpenCV and Yolo. I have handled various Image Processing projects like detection, tracking, segmentation and so on. For example, I had developed WildFire Detection from Satellite Imagery last year. In that project, I build a training pipeline embedded with U-net model and train it, save the model to AWS S3. Then, create the application using Streamlit framework, and deploy it as a Docker project. You can check my portfolio on https://docs.google.com/document/d/1rf1deQav-tmbhLUsNniU-xwCX4PTm2XKxnDX9PNdFHY/edit#heading=h.gjdgxs. Based on my AI experiences and Math knowledge, I will be the good candidate for you projects. (Honestly, I can say I am an intermediate but never worries, technology is not everything. I can work only for you and I have many friends and some professors to give me advices and favor) Why don't you have a chat with me. I will look forward your replies. Thanks for your careful reading. Benson.
$400 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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With a robust background in engineering, I am Heriberto, an adept professional in diverse disciplines including Computer Vision, Image Processing, and OpenCV, which perfectly aligns with the requirements of your project. Having hands-on expertise specifically in image analysis and Computer vision-based Quality Control systems, I am excited about the challenge your project presents. Considering my strong knowledge of OpenCV through varied projects, I can efficiently implement and optimize the image processing pipeline you require to identify and analyze specific shapes. As an engineer focused on real-world problem-solving, my past experiences have equipped me to handle complex scenarios with efficiency and precision. I have successfully developed a number of applications using OpenCV that required high accuracy shape recognition and analysis even in varied lighting conditions and backgrounds. These applications sought to detect medical elements like defective surgical instruments in a pile or chips in electronic components.
$140 AUD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0

Über den Kunden

Flagge von QATAR
Cairo, Qatar
5,0
4
Zahlungsmethode verifiziert
Mitglied seit März 13, 2014

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