Python Object Size Detection Program

@sajjadtaghvaeifr

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

@edulov

Hello I worked with robotic vision tasks closely related to yours. Actually there exist a lot of details and even knowing how to do it and having working code snippets I can't assure that in your case it is doable with required accuracy. Thus I can propose an alternative - hire me directly for 30USD for consultation. This way you can save much time and nerves if something in your "setup" is wrong. Regards

@ASSAMWEB

Greetings, I have read the project description I have been working on a similar project in recent time "Image processing" I am interested in the work open a chat to discuss requirements in details.

@amirrmusavifr

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. 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.

@POOJABOHRA51997

Hi there, As a seasoned Python professional with an impressive track record in automation, data processing, and crawling - I am confident that I can create the Python Object Size Detection Program that you need. My skills with object detection algorithms leveraging OpenCV and TensorFlow, paired with traditional design principles, give me a unique edge for this project. To ensure precise object measurements at a distance of 80 to 100 meters, I will utilize well-researched computer vision distance measurement techniques. To substantiate the viability of my approach in practice, I'd be glad to demonstrate some of the projects where I successfully applied Python's computer vision functionalities and complex automation tasks. I also strongly believe that a project collaboration should be treated as a long-term partnership; an ethos that aligns perfectly with your stance. I'm eager for an opportunity to prove my skills and passion. Look forward to discussing your project further! Regards, Pooja Bohra

@datahub0

Thank you for the opportunity to work on your project. I've reviewed your requirements and am confident in delivering high-quality results within your timeline and budget. I also bring creative solutions and techniques that can enhance your project's performance and value. As a gesture of goodwill, I'm happy to add ons new feature of your choice at no extra cost. Let's build something exceptional together. Best regards, Muhammad Abdullah Baig

@nassimbaggar

Hey, As a data science engineer and a Python developer with more than 5 years of experience, this task seems straightforward for me and I can complete it within an hour. Please reach out to discuss further. Sincerely, BAGGAR Nassim

@DigitalNightOwl8

Hi Praveen G. Good morning Already have something live to show you Live Similar Site work I have gone through your requirement , I found it very interesting , Since I already have similar live to show you As i had worked on these tech Java, Object Detection, Python, Machine Learning (ML), Computer Vision, OpenCV, Software Architecture and Image Processing I can Implement is the similar or with changes for you !!!! Let us discuss more about this Thanks

@malkesh3m

⭐ Hi, My availability is immediate. I read your project post on Python Object Size Detection Program. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - 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. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks

@Visharaa2024

As a technology enthusiast and an innovative developer, I am deeply excited about your project. Although my background is focused on mobile app development, I have extensive knowledge in AI implementation which directly aligns to your requirement for object detection. This includes expertise in Python (Django) and libraries such as OpenCV and TensorFlow which are crucial to implement distance measurement techniques in computer vision. Over the course of my 8+ years career, I have successfully completed 100+ projects with 100% client satisfaction. I emphasize on implementing solid designs, paying closer attention to traditional style, which will be essential for your program's accurate size detection of shop name plates and hoardings. Additionally, my proficiency in Python and understanding of application design will ensure efficient implementation of your project. Most importantly, beyond just delivering exceptional work, I strive to make client satisfaction my top priority. Hiring me would mean receiving not only an experienced professional but also someone dedicated to meeting your needs before deadline without compromising quality. I am eager to bring my skills and expertise to cater to the unique requirements of your project and produce something that exceeds your expectations. Let's start working together today!

@FatmaGamalShams

hello, I can develop a Python program that detects and measures the size of shop name plates and hoardings from a distance of 80–100 meters. My approach will include: Using object detection algorithms (YOLO / TensorFlow / OpenCV) to identify the target objects. Applying computer vision techniques to estimate real-world size from image data within the specified distance range. Ensuring the program follows a clear and traditional design structure for maintainability and scalability. Testing with different sample scenarios to ensure accuracy in size detection and consistency at the required distance. I have experience in Python, computer vision, and distance measurement methods, and I’ve worked on similar detection and measurement projects. Looking forward to discussing your project in detail

@nexvative

Hello, I can help you build a Python program that detects shop name plates and hoardings from 80–100 meters away and estimates their real-world size. I’ve worked extensively with computer vision pipelines using OpenCV, YOLO, and TensorFlow, including distance and scale-aware object detection. My Approach would be as follows Object Detection: Train/fine-tune a detection model specifically for name plates and hoardings to ensure robustness. Distance Handling: Use camera calibration (focal length + sensor size) and perspective geometry to convert bounding box pixel size into actual size at the given distance range (80–100m). Size Estimation: Apply pixel-to-meter scaling with traditional computer vision formulas (pin-hole camera model) and rolling average filters for stability. Design Principles: Implement a clear, modular structure—data acquisition, preprocessing, detection, post-processing (size calculation), and output layer—so the program can be extended or deployed easily. Output: For each detected object, the system will return both its bounding box and its estimated dimensions. Looking forward to your response.

@adriana621

Hello, I can develop a Python application that accurately detects shop name plates and hoardings from 80–100 meters and measures their sizes reliably. I have hands-on experience with OpenCV and TensorFlow for object detection and applying distance measurement techniques in computer vision. My approach will focus on a robust, easy-to-use solution that adheres to traditional design principles. I would be happy to discuss the workflow and ensure it meets your exact requirements.

@pabloalejandros1

I have gone through the list of requirements put forward by you and believed in my capability to come up with a Python program to identify and measure the size of shop nameplates and hoardings from a distance of 80 - 100 meters. To implement this, I would probably utilize the object detection libraries such as OpenCV or TensorFlow to find the objects and then use distance measurement methods (for example, camera calibration or known reference sizes) to get their sizes accurately. Also, I have the necessary skills to develop computer vision applications that require tightly controlled measurements and detection in the actual environmental conditions. The program will be created with the traditional software principles for the software's longevity and neatness, and it will have a well-written code and clear workflows. I am open to having a discussion about the various detection methods and showing you the similar projects I have completed as an example. With best wishes, Pablo

@WaveConnects

"I am a perfect fit for your project. I can develop a Python program utilizing object detection algorithms like OpenCV and TensorFlow to accurately measure the size of shop name plates and hoardings from a distance of 80 to 100 meters. While I am new to Freelancer, I have extensive experience in Python programming and implementing computer vision projects off-site. I am well-versed in traditional design principles and distance measurement techniques necessary for this task. I would love to chat more about your project! Regards, Tiffany Pienaar"

@vinayakaraval245

I can develop a Python-based solution using OpenCV and deep learning (YOLO/TF models) for accurate detection of shop nameplates and hoardings at 80–100m distance. The program will measure object size reliably by combining object detection with distance estimation techniques. I have prior experience in computer vision, image processing, and machine learning, with projects in object detection, OCR, and size measurement. I will ensure a clean, scalable design following traditional principles, with well-documented code and high accuracy

@Himaja1501

I am actually familiar with this theme because i made this for my college project which it came out wonderfully and won a prize. so i am sure that i will reach your expectations, I will make a completely functional object detection model for you, sir.

@Narmadhav2002

Hello, I’d be excited to collaborate on building a Python-based system that can detect and measure the size of shop name plates and hoardings from 80–100 meters. I’ve delivered similar AI + CV projects and can bring that experience to ensure accuracy and reliability in this solution. Relevant Experience 1. Defective Apple Detection: Built computer vision pipeline with segmentation to identify and classify defective fruits. 2. Financial Analytics (MLOps): Applied predictive models (XGBoost, SARIMA) to extract accurate insights from large datasets. 3. NLP Workflows: Developed BERT/Pegasus summarization with precision, demonstrating handling of complex data processing. 4. Agent Development: Built Chart Agent, Insight Agent & Query Generator to convert natural language into structured outputs. 5. Attendance Tracker: Designed MySQL-based HR analytics system to extract meaningful insights from raw records. Executive Chatbot: Integrated ChatGPT with MSSQL for context-aware responses, emphasizing structured design principles. Approach 1. Object Detection: Use OpenCV/TensorFlow to detect shop boards & hoardings in video/images. 2. Size Estimation: Apply distance calibration (focal length, pixel size) to estimate real-world dimensions. 3 Accuracy Guardrails: Integrate filters to reduce false positives and handle varying lighting/angles. 4. Testing & Refinement: Start with a functional prototype, then enhance for robustness in real-world conditions.

@vishnutalapula

Hello, I understand your requirement to build a Python program that can detect and measure the size of shop name plates and hoardings from a distance of 80–100 meters. I can help you develop this using Python, OpenCV, and deep learning models (like TensorFlow/YOLO) to ensure accurate detection and measurement. My Approach: • Use a pre-trained object detection model (YOLOv8/SSD) fine-tuned for shop boards/hoardings. • Apply distance estimation techniques (camera calibration, focal length calculation) to accurately measure object sizes at 80–100 meters. • Implement a clean, modular design based on traditional application principles, ensuring the code is scalable and easy to maintain. • Provide documentation and support for future extensions. Relevant Experience: • BinBot Project: Built a smart IoT system that used computer vision and sensors for waste detection and management, where accuracy and real-time processing were critical. • Worked on machine learning projects such as grocery sales prediction and semantic search systems, showcasing my ability to integrate APIs, handle real-world data, and design robust ML pipelines. I am confident my experience with object detection, computer vision, and Python development aligns perfectly with your requirements. I can deliver a reliable solution with proper testing and clear documentation. Looking forward to your response. Best regards, Vishnu Sai Talapula

@AnnotaVision

We at Annotavision can deliver a Python-based object detection program that accurately measures shop name plates and hoardings from 80–100 meters. Our approach: Object detection with YOLOv8 / TensorFlow / OpenCV Distance estimation techniques (camera calibration, focal length, depth mapping) for precise size measurement Optimized for accuracy, stability, and real-world conditions Clean, documented, and reproducible code Why us? ✔️ Expertise in Python, Computer Vision, TensorFlow, OpenCV ✔️ Experience in real-world detection & measurement systems ✔️ Delivery of robust, scalable, and user-friendly solutions We’ll provide a ready-to-use program + report with methodology and recommendations for deployment. Best regards, Annotavision Team Linkedin: Annotavision