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I'm in need of a seasoned Python Developer who can implement the YOLO framework or a similar advanced object detection system. This model should be specifically designed to detect distress patterns during drone surveillance for road maintenance - primarily focusing on identifying cracks and potholes. Key Responsibilities: - Implementing an object detection framework tailored for drone surveillance - Developing a system to calculate and quantify the area of identified distress patterns - Training the object detection model using collected datasets. - Implementing real-time object detection capabilities during drone surveillance. Ideal Skills: - Proficient in Python with a strong understanding of its libraries - Experience with implementing YOLO or similar object detection frameworks - Familiarity with drone surveillance technology - Ability to develop systems for area quantification Your expertise will be pivotal in enhancing our road maintenance efforts. Please provide evidence of similar projects you've completed in your proposal.
Project ID: 38854556
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Active 1 yr ago
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22 freelancers are bidding on average ₹9,250 INR for this job

Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion. Thank you Sandeep
₹9,000 INR in 3 days
7.6
7.6

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
₹35,000 INR in 7 days
7.0
7.0

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention 100% Jobs Completed, 100% On Budget, 100% On Time ⭐⭐⭐⭐⭐ 5-star reviews
₹12,500 INR in 7 days
6.5
6.5

Hi, I’m an AI expert with professional experience in computer vision, with a proven track record of working on complex image processing and AI/ML model development. With skill sets: • Algorithm Development: Strong understanding of computer vision algorithms and techniques, including convolutional neural networks (CNNs), object detection, image segmentation and feature extraction. • Model Training & fine-tuning: Develop and train machine learning models tailored for image analysis and visual data interpretation. I have worked on some well-known models like YOLO, RCNN, U-Net, Deeplab, ViT etc. • AI Integration: Implement and integrate AI models into existing software and hardware systems, ensuring high performance and scalability. • Data Analysis: Analyze and process large datasets of images and video feeds to identify patterns, trends, and insights. • Data Handling: Experience in handling and processing large datasets, including image and video data. Familiarity with data augmentation techniques and synthetic data generation. • Performance Optimization: Optimize algorithms and models for real-time processing and ensure they can handle large-scale data efficiently. • Programming Skills: Proficient in programming languages such as Python, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. • Tools & Libraries: Proficiency with OpenCV, scikit-image, and other relevant libraries. Experience with version control systems like Git.
₹7,000 INR in 1 day
5.7
5.7

Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences in object detection using YOLO. I am sure I can implement python coding of YOLOs. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
₹7,000 INR in 7 days
5.3
5.3

Hey there, I am a Python developer with over 5 years of experience in implementing advanced object detection frameworks like YOLO. I specialize in building real-time detection systems for drone surveillance, particularly in use cases such as road maintenance, where detecting cracks and potholes is crucial. My expertise includes Python, YOLO, TensorFlow, OpenCV, and integrating these technologies with drone surveillance systems. I have previously worked on projects involving object detection, and I can help train the model on your specific dataset and develop a system for area quantification of distress patterns. With my experience, I’m confident I can deliver a solution that meets your needs for real-time detection and analysis. Feel free to check my profile and contact me for more details. Regards,
₹11,000 INR in 2 days
3.9
3.9

*** 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.
₹7,000 INR in 2 days
3.8
3.8

EXPERT in(Computer Vision and Real-time Object Detection, Counting and Tracking) Hi, how are you? I checked your detail carefully. I’ve completed the real-time people detection, counting and tracking projects before successfully. Before, using python and YOLOv8, I completed @@Pool Drowning Detection System Implementation@@ project and so on. You can check my works history on my portfolio. I am sure this field and I will do my best. I always thought "It is your job, it is also my job". Awarding me will be the fastest way to complete your task with the best rates possible. THANK YOU.
₹10,000 INR in 3 days
4.0
4.0

Hello! I am a skilled Software Engineer with extensive experience in creating interactive and user-focused websites. I can help you develop a modern platform that allows users to filter football matches based on detailed statistics, ensuring an intuitive and engaging experience. My expertise in web development, combined with a keen eye for design and performance, guarantees a product that aligns with your project guidelines. Could you share more about the specific technologies or frameworks you'd like to use and the features you envision for the filtering system? Here’s a link to my portfolio: https://www.freelancer.com/u/zainabsaleem13/portfolio/. looking forward to your response! Best regards, Zainab Saleem
₹11,500 INR in 7 days
3.0
3.0

Hello, I am an experienced Python developer ready to bring your project to life. Expert proficiency in Python programming. I have also experience with the YOLOv5 model for object detection. I have extensive experience with various Python libraries, frameworks, and APIs. Commitment to delivering clean, efficient, and maintainable code. Please feel free to reach out to me. I look forward to the opportunity to collaborate and achieve great results together. Best regards,
₹10,000 INR in 5 days
2.9
2.9

Hii Sir i am an Experienced AI developer having a good experience in computer vision i have a good experience in working with different computer vision models .I have carefully analysed your project i can perform your task very well I would like to discuss more about your project just drop me a message to discuss more
₹6,000 INR in 3 days
0.0
0.0

Solution to your project based on my expertise: - Implement an object detection framework tailored for drone surveillance - Develop a system to quantify the area of distress patterns such as cracks and potholes - Train the model using datasets for real-time detection - Use YOLO or similar frameworks for object detection Hi, Junaid here, Software Engineer, I can help you with this project. From your requirements, I can see you're looking to implement a real-time object detection system for drone surveillance to detect distress patterns like cracks and potholes. I have a few questions to get more clarity: - Are the datasets already available, or will I need to gather them? - Is there a specific type of drone surveillance equipment being used that the model should be compatible with? - Do you require any specific performance benchmarks for real-time detection? Let's have a quick chat or call, to discuss things in detail.
₹12,500 INR in 7 days
0.0
0.0

I am a Python developer with expertise in YOLO, particularly in vehicle detection. I have hands-on experience in implementing advanced object detection systems using YOLOv8. I can develop a custom solution to detect cracks and potholes during drone surveillance, implement real-time detection, and create a system to quantify distress areas. My background in machine learning and YOLO frameworks makes me well-suited for this project. I look forward to contributing to your road maintenance efforts.
₹5,000 INR in 5 days
0.0
0.0

Hi Team, I have recently completed a similar cracks and holes detection project for one of my clients. Crack and Hole Detection in Aluminum Beams Decision: The crack and hole detection task involved training a YOLO model on images of aluminum beams with various defects, including cracks and small holes (pipe holes). Preprocessing techniques using OpenCV were applied, such as image enhancement and noise reduction, to improve the accuracy of defect detection. The trained YOLO model successfully identified and located cracks and holes in real-time, providing precise defect coordinates. This solution automates quality control in the factory, enabling faster detection, reduced human error, and more efficient production processes. I am confident enough that I can assist in your project effectively. But, before we begin I have few key questions to gain a better understanding of your project- 1. Do you have an existing dataset of drone footage or images for training the model? 2. Are annotations for cracks and potholes already available, or should I create them? 3. Does the system need to handle varying lighting or weather 4. Will this be deployed onboard the drone, on a local system, or in the cloud? Please answer the following and we can jump on the detailed discussion to outline the next steps. Also the budget & timeline to the work might vary on behalf of the answers. Regards, Shashank
₹12,000 INR in 20 days
0.0
0.0

I am an IIT Roorkee passout. I had done the project in the college named Traffic light management system based on YOLO object detection. If I got this project then I will straight forward provide you with the source code and you can go on with your drone project forward. Above bid is negotiable to some extent . I can also discuss the code with you on gMeet if you wanted. Hoping for the positive response from your side. Regards Paras Arora
₹10,000 INR in 1 day
0.0
0.0

Free Free Free Dear Client, I am excited to offer my services as a Python Developer for your YOLO-based object detection project for road maintenance using drone surveillance. I have hands-on experience with YOLO v8, having developed solutions like meter reading recognition, closely aligning with your project needs. My Approach: Object Detection Framework: I will implement YOLO v8 (or a similar model) to detect distress patterns like cracks and potholes during drone surveillance. Area Quantification: I will develop a system to calculate and quantify the area of distress patterns for accurate road analysis. Real-Time Detection: I will optimize the system for real-time detection during drone flights. Dataset Training: I will train the model with your provided datasets to ensure optimal performance for your needs. Why Choose Me: I have experience implementing YOLO models for real-world applications, including meter reading recognition. Proficient in Python, machine learning, and object detection. I offer this service for free, with compensation based on your satisfaction and the value of my work. Feel free to reach out for further discussion. I’m confident I can help improve your road maintenance efforts. Best regards, Goyam Nahar Jain
₹1,500 INR in 7 days
0.0
0.0

I am excited about the opportunity to assist in developing an advanced object detection system tailored for drone-based road maintenance surveillance. With extensive experience in Python and expertise in implementing YOLO and similar object detection frameworks, I am confident in delivering a robust solution that meets your requirements. Key aspects of my approach include: Object Detection Framework: Implementing YOLO or a comparable model, fine-tuned to detect cracks and potholes with high precision. Area Quantification: Developing a reliable method to calculate and quantify the area of identified distress patterns. Model Training: Utilizing your dataset to train and optimize the model for superior accuracy in detecting road distress patterns. Real-Time Capabilities: Enabling real-time object detection during drone surveillance, ensuring prompt and actionable insights. I have successfully worked on similar projects involving object detection and real-time applications, and I am familiar with integrating machine learning solutions with drone technology. I would be delighted to provide evidence of my prior work and discuss how I can contribute to enhancing your road maintenance efforts. Looking forward to the opportunity to collaborate.
₹5,000 INR in 5 days
0.0
0.0

Hi, i have worked with all the previous versions of YOLO and also similar models to do object detection and many other tasks. I can be of help in this project as this lies in my expertise and i can deliver a fast and efficient solution for this.
₹7,000 INR in 3 days
0.0
0.0

Hello, i'm highly interested in your project and confident in delivering a tailored solution for drone-based road maintenance surveillance. I have extensive experience implementing YOLO-based object detection systems and have worked on similar projects involving real-time analysis and quantification of patterns. My previous work includes designing and deploying systems for detecting and analyzing vehicle violations, such as red-light running and illegal overtaking, using the YOLO framework for real-time performance. I can develop a system capable of detecting cracks and potholes, calculating their area with high accuracy, and training a robust detection model using your datasets. Looking forward to collaborating on this impactful project! Best regards, Ariel
₹7,500 INR in 7 days
0.0
0.0

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