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Rail Defect Detection System

₹1500-12500 INR

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İlan edilme: yaklaşık 2 ay önce

₹1500-12500 INR

Teslimde ödenir
I am looking for a skilled developer or team to create a Python program designed for the efficient detection of surface defects on railway tracks. This tool is essential for ensuring the safety and operational efficiency of rail network covering high-speed and freight tracks. The program needs to be robust, capable of real-time defect detection and analysis, and capable of generating maintenance recommendations. Requirements: - Develop a Python program capable of converting video to images and image enhancement through filter and noise reduction. - It should capable of labeling of images and recognizing various surface defects including cracks, wear, corrosion, fractures, head-checks, wheel burns, rolling contact fatigue (RCF) defects, spells, squats, shelling, and flaking. - Implement real-time alerting mechanisms for identified defects to promptly inform maintenance teams. - Provide detailed analysis of detected defects, including type, severity (defect length/ area), and specific location along the track. - Generate track maintenance recommendations based on defect analysis to guide repair prioritization and scheduling. Ideal Skills and Experience: - Proficiency in Python programming, especially in data analysis, image processing, and machine learning models. - Experience in developing applications for infrastructure monitoring, particularly in the railway sector. - Strong understanding of railway track engineering and defect types. - Ability to integrate software with hardware sensors and cameras for real-time data collection. - Knowledge in GIS (Geographic Information Systems) for accurate defect mapping and location tracking. Your work will significantly contribute to the safety and reliability of rail transport services by facilitating immediate intervention for track defects. If you have experience in developing similar projects or possess the technical know-how for implementing complex detection algorithms, I invite you to submit your bid.
Proje No: 37792532

Proje hakkında

13 teklif
Uzaktan proje
Son aktiviteden bu yana geçen zaman 15 gün önce

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13 freelancers are bidding on average ₹7.346 INR for this job
Kullanıcı Avatarı
Leveraging on my extensive experience garnered from working with numerous companies in various domains, I offer you proven expertise in a wide array of programming languages including Python and its diverse applications. As a 'top 4%' Freelancer, I bring a focussed and meticulous approach to your project, believing in quality over quantity ensures individualized attention to your project. Specifically, my proficiency in Python includes not only data analysis but also image processing and machine learning models key to developing the robust tool your project demands. This paired with an understanding of railway track engineering and defect types ensures a detailed inspection program capable of not only real-time detection but also analysis, severity assessment, and specific locations along the rails. My competitive advantage lies in having worked on similar projects as yours before in infrastructure monitoring within the railway sector. Through these projects, I've acquired crucial knowledge on how to integrate software with hardware sensors for real-time data collection. My comprehension of GIS technology would come handy for accurate mapping and location tracking of detected defects for efficient repair prioritization and scheduling.
₹7.000 INR 7 gün içinde
5,0 (105 değerlendirme)
6,4
6,4
Kullanıcı Avatarı
Hello there! As a devoted Machine Learning Engineer, adept in Python programming and software architecture, I am confident in my ability to tackle your Rail Defect Detection System project head-on. My strengths lie in leveraging Python for data analysis, image processing, and machine learning models, all of which are essential components for your envisaged program. Together with instant communication for smooth collaboration, I believe this makes me a strong contender for your rail defect detection woes. Thank you for considering my bid!
₹3.000 INR 7 gün içinde
5,0 (7 değerlendirme)
3,6
3,6
Kullanıcı Avatarı
I can develop Rail Defect Detection System. I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ Object-Oriented Programming (OOP) in python ◈ R programming ◈ Jupyter notebook and Google Colab ◈ Data structures and Algorithms ◈ Web development with frameworks such as Django, Flask, and Streamlit and others ◈ Machine learning, deep learning, and Artificial Intelligence ◈ Database integration, including SQL and NoSQL ◈ Data analysis and visualizations ◈ Text processing and natural language processing, Tokenization ◈ Debugging and troubleshooting ◈ Functional programming ◈ Tkinter I hope I'm a good candidate for your project. I will deliver your project on time with quality assurance at affordable price. Please message me so that we can discuss more about your project.
₹10.000 INR 5 gün içinde
4,9 (19 değerlendirme)
3,6
3,6
Kullanıcı Avatarı
With my skillset and experience, I am confident in my ability to deliver a high-quality Python program that meets all of your requirements for the Rail Defect Detection System. Over the years, I have acquired strong knowledge and expertise in Python programming, specifically in data analysis, image processing, and machine learning–all of which are crucial for the successful execution of this project. Furthermore, I bring valuable experience in developing applications for infrastructure monitoring, including monitoring railway tracks. This experience has provided me with in-depth understanding of railway track engineering and a wide range of defect types that your project demands. I have also successfully integrated software with hardware sensors and cameras for real-time data collection—an additional skill that aligns with one of your project requirements. Additionally, my proficiency in AI and a range of relevant technologies like computer vision, object detection and tracking, as well as geographic information systems (GIS) uniquely positions me to deliver a holistic solution for your rail defect detection project. My aim is to use these skills to enhance rail transport safety and reliability while ensuring prompt maintenance intervention for detected defects through robust alert notifications.
₹10.000 INR 7 gün içinde
5,0 (4 değerlendirme)
2,9
2,9
Kullanıcı Avatarı
Leveraging my team's expertise in full-stack web development and proficiency in Python programming, we offer you comprehensive skills that extend far beyond software architecture. Our experience in transforming ideas into digital realities is unmatched, making us the perfect collaborators for your Rail Defect Detection System project. In this critical project, we fully understand the need for a robust, real-time detection system that encompasses various types of surface defects found in railway tracks. Our strong background in data analysis, image processing, and machine learning models aligns perfectly with your requirements for efficient image conversion, enhancement, labeling, integration with hardware sensors, as well as GIS mapping. By leveraging these technical capabilities, our system will not only alert maintenance teams promptly but also analyze each defect type's severity and exact location along the track. Moreover, our understanding of railway track engineering combined with advanced knowledge in defect types positions us uniquely to generate accurate maintenance recommendations based on defect analysis—a valuable feature for repair prioritization and scheduling. Your search stops here; Saitec International Computer Consultant offers you comprehensive digital solutions that guarantee optimal track safety and network efficiencies
₹7.000 INR 7 gün içinde
0,0 (1 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
We are a professional development center from Varanasi. in business since 2009. We are working with senior python developers to deliver solution that can track the tracks for 2.4mm based defect mentioned in the video. App can able to track the surface and identify situations for raising maintenance alerts. End to end system design and development will be provide. All required training and support to effectively use to work will be provided. We will manage it for long term with machine learning to create automate learning scenarios for apps. Please open chat to discuss further. Regards Prateek
₹7.000 INR 7 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
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Hey there, I'm Deepak Panchal, a freelance developer, and I've got a fantastic team ready to make your ideas come to life! I've checked out your requirement to develop a rail defect detection system and I promise to deliver awesome work right on time. Plus, we're here to support you for a solid 12 months. I'm not just your typical coder – I specialize in Web and App Development. From cool websites to slick applications and e-commerce platforms, I've got the skills. Flutter, PHP, WordPress – you name it, I've mastered it in my 5+ years of experience. And it's not just about coding for me. I also rock at graphic design and crafting unique logos. I'm your one-stop shop for all things project-related. With a track record of over 500 completed projects, my main aim is to make you super happy. Check out some of my work here: https://www.freelancer.com/u/betaitsolution Thanks a bunch for thinking about me for your project. I'm all set to turn your vision into something awesome that stands out in today's busy world. Cheers, Deepak Panchal
₹14.000 INR 10 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
With my extensive background in Python programming and hands-on experience in developing infrastructure monitoring systems, particularly for railways, I believe I have the necessary skills to deliver a state-of-the-art Rail Defect Detection System the project demands. My proficiency in data analysis, image processing, and machine learning models equip me to tackle the range of surface defects you seek to identify, including cracks, wear, corrosion, fractures, head-checks, wheel burns, rolling contact fatigue (RCF) defects, spells, squats, shelling, and flaking. A key factor that sets me apart from other candidates is my commitment to client success. I treat every project with the utmost dedication and my career-defining focus lies in delivering results that exceed expectations. By entrusting this project to me, your rail network can count on an efficient and fail-safe Rail Defect Detection System that ensures operational safety. I look forward to the opportunity of turning your vision into a practical solution that contributes positively to rail transport services.
₹7.000 INR 7 gün içinde
0,0 (1 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
To Whom It May Concern, I am writing to express my interest in your recommended job. With my extensive experience in the programming field, I am confident that I can make a valuable contribution to your team. I have a Bachelor's degree in Engineer and over 3 years of experience working on complex softwares. I have a strong background in designing, simulating and programming for systems such as sensor, camera, etc.. At my current company, I am responsible for designing and implementing products in the Aerospace field with high precision. I am excited about the opportunity to work with you and contribute my skills and experience to your projects. I am a quick learner and I am confident that my enthusiasm for work and my technical skills make me the ideal candidate for this position. Thank you for considering my application. I look forward to the opportunity to discuss my qualifications in more detail. Sincerely, Dung Tuan
₹7.000 INR 7 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
As an AI enthusiast specializing in Python and Data Science projects, I bring a unique blend of technical expertise and a genuine passion for infrastructure monitoring, which thus makes me an ideal candidate for your Rail Defect Detection System. While I am currently completing my undergraduate degree from Bharath University concentrating on Artificial Intelligence, my strong background in the utilization of various machine learning models is seasoned enough to provide real-time alerting mechanisms as well as generating detailed analyses of detected defects - precisely what your project demands. Moreover, while pursuing my studies, I have invested considerable time exploring and understanding railway track engineering, including diverse defect types. This insures not only my ability to effectively label images but also my skillfulness in recognizing numerous surface defects like cracks, corrosion, fractures - essentially, everything you mentioned in your project requirements. Lastly, within the GIS (Geographic Information Systems) framework that your project calls for the proper mapping and tracking of defects, I can exploit Python's geospatial libraries effectively to provide accurate location tracking. Combining this with my grit and passion to deliver high-quality results at optimized efficiency levels, I believe that giving me the opportunity to shape and execute your Rail Defect Detection System would be the perfect fit all around.
₹8.000 INR 7 gün içinde
0,0 (0 değerlendirme)
0,0
0,0

Müşteri hakkında

   INDIA bayrağı
Jaipur, India
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0
Şub 9, 2024 tarihinden bu yana üye

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