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Rail Defect Detection System -- 2

₹1500-12500 INR

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₹1500-12500 INR

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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.
Projektin tunnus (ID): 38007834

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16 ehdotukset
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Aktiivinen 26 päivää sitten

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Käyttäjän avatar
I am writing to express my interest in your project to develop a Python-based Rail Defect Detection System. With my expertise in Python programming, image processing, and machine learning, I am confident in my ability to deliver a robust tool tailored for the effective detection and analysis of surface defects on railway tracks. My background includes extensive experience in data analysis and developing applications for infrastructure monitoring. I have previously worked on projects involving real-time data processing and the implementation of machine learning algorithms for predictive maintenance, which aligns closely with your requirements for defect detection and maintenance recommendation generation. I am well-versed in integrating software with hardware components and have a solid understanding of railway track engineering, which will be crucial in accurately interpreting defect impacts and maintenance needs. I look forward to the opportunity to contribute to the safety and efficiency of your rail network. Thank you for considering my proposal. Best regards,
₹7 000 INR 25 päivässä
0,0 (0 arvostelua)
0,0
0,0
16 freelancerit tarjoavat keskimäärin ₹354 290 INR tätä projektia
Käyttäjän avatar
My name is Kishore, a Full Stack Developer with an additional skill in Python. I am extremely proficient in data analysis, image processing, machine learning models and this is reflected through my extensive experience with PHP, Laravel, and CodeIgniter. I understand the critical nature of developing a system that ensures not only safety but also operational efficiency for the rail network. My skills are tailor-made for your project requirements, which is evidenced by my ability to convert videos to images, perform image enhancement and execute efficient labelling of images. My diverse portfolio not only attests to my adaptability but also my ability to excel across multiple industries. This is particularly relevant as I possess an inherent understanding of railway track engineering and different defect types, a skill that distinguishes me from other candidates. Moreover, I have integrated software with hardware sensors and cameras before for real-time data collection during similar infrastructure monitoring projects. Finally, I want to emphasize that choosing me entails selecting a dedicated professional who puts your 100% satisfaction first. Not only do I deliver projects on time without compromising quality, but I also provide unlimited revisions as well as support post-deployment. Together let's transform the rail transport industry by diligently working towards efficient and safe rail networks.
₹7 000 INR 7 päivässä
4,9 (223 arvostelua)
8,0
8,0
Käyttäjän avatar
Greetings, I have read the project description but haven't found any details requirements open a chat to discuss requirements in details. Regards
₹5 000 000 INR 120 päivässä
5,0 (22 arvostelua)
5,0
5,0
Käyttäjän avatar
Hello I can do this. Please share the details of the task so that I can check and confirm accordingly
₹7 000 INR 7 päivässä
5,0 (7 arvostelua)
4,8
4,8
Käyttäjän avatar
Hi. how are you? I have read your proposal carefully and place bid for you. I am very familiar with OpenCV, TensorFlow, PyTorch, Keras and Caffe and have rich programming skills, too. I have ever completed many AI projects including LipSync project, Player and Ball detection in the playground, Car detection in traffic monitoring project. And I have experienced in Classic Image Processing such as foreground extraction using grabcut algorithm, image segmentation using watershed and so on. Please discuss on this project in more details via private chat. Best regards to you.
₹7 000 INR 4 päivässä
5,0 (5 arvostelua)
3,4
3,4
Käyttäjän avatar
Hi... nice to meet you. I am expert in object detection system development. As you seen in my portfolio, I have completed many real-time object detection system development project... If you want, I can upload another several examples... I am 100% sure about your project. Please discuss more detail. Thanks.
₹10 000 INR 3 päivässä
5,0 (4 arvostelua)
2,9
2,9
Käyttäjän avatar
Drawing upon my expertise in Python programming and data analysis, along with my passion for machine learning and artificial intelligence, I am confident that I can deliver an exceptional solution for your Rail Defect Detection System. My skills extend beyond mere code proficiency; they encompass a passionate grasp of intelligent solutions to real-world problems. This is evidenced by my current pursuit of a degree in Artificial Intelligence at Bharath University. Additionally, while studying advanced topics such as deep learning models, I have also garnered familiarity with image processing techniques crucial to your project's success. Furthermore, despite being an undergraduate, my passion has led me to become proficient in GIS (Geographic Information Systems), lending to robust defect mapping and precise location tracking - essential aspects that your project demands. In conclusion, my dedication to becoming a successful Machine Learning Engineer along with the wide-ranging skillset I bring matches perfectly with the needs of your project. Together, we can ensure rail network safety and effectiveness through an efficient and proactive 'eyes-on' mechanism for detecting track anomalies. Let's make our railways safer and better with cutting-edge technology!
₹10 000 INR 7 päivässä
4,5 (2 arvostelua)
1,6
1,6
Käyttäjän avatar
Hello Sir/Ma'am, We've come across your project brief and are eager to collaborate with you to achieve your project objectives. GlobalGeek Infotech is a dynamic and agile tech firm based in India. Our team is highly skilled and dedicated to delivering top-notch services. We are confident that our comprehensive range of services will effectively address your business needs and exceed your expectations. With over 10 years of successful experience, our pro-experts specialize in design, development, and various IT solutions. We ensure 100% client satisfaction through multiple iterations and unlimited revisions. Our team comprises industry experts proficient in: • Over 20 popular programming technologies and 30 frameworks • Website/CMS/Mobile app development • Graphic design, brand identity, and custom user interface design Are there any details you would like to discuss with us? Please feel free to connect with us via chat to discuss your goals for this project in detail so we can immediately start working on your project! We look forward to potentially contributing to your project and enhancing your business assets. Best Regards, Team at GlobalGeek Infotech
₹150 000 INR 25 päivässä
5,0 (2 arvostelua)
1,2
1,2
Käyttäjän avatar
Hi, Greetings from Skills AI. We hope this message finds you well. We are team of AI-ML engineers. We have carefully reviewed the brief provided in your job post and are eager to learn more about your specific requirements, objectives, and expectations. To ensure that we fully understand the scope and complexities of your project, we propose scheduling an online consultation meeting at your earliest convenience. During this meeting, our team of AI/ML experts will discuss your project in detail, address any questions or concerns you may have, and provide insights into how our advanced technologies can be applied to achieve your desired outcomes effectively. Looking forward to hear from you. Best Regards, Rikki
₹100 000 INR 25 päivässä
0,0 (0 arvostelua)
0,0
0,0
Käyttäjän avatar
I am an expert in machine learning, image processing and python programming. Your task is to detect the defects and classify them into the related classes and finally inform where and what type of defect has appeared.
₹20 000 INR 7 päivässä
0,0 (0 arvostelua)
0,0
0,0
Käyttäjän avatar
Hi, I have several years of professional experiences who can work for your specific project professionally. I am happy to share some of the professional works which I did earlier for my clients. Please look at my freelancer.com portfolio & examples of previous works: https://www.freelancer.com/u/rasgeopres111222 Secondly, my professional capabilities guarantee outstanding works for your needs. I'm passionate about working with clients to exceed their expectations. My communication is key, so I'll make sure to work closely with you to ensure your needs are met. I’m a special individual and strictly creative with new invention and features. l am sure I can accomplish your project and more. Let's work together to bring your dream project to life and achieve your goals. Thank you.
₹100 000 INR 7 päivässä
0,0 (0 arvostelua)
0,0
0,0

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Maan INDIA lippu
Jaipur, India
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Liittynyt helmik. 9, 2024

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Rail Defect Detection System
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