Vehicle Counting & Classification -- 2

@nrajuu07

As an accomplished data scientist and machine learning expert with specific expertise in computer vision, I am confident that I'm the ideal fit to tackle your project. Over the years, I've developed a robust understanding of statistical and quantitative analysis, which will be highly beneficial for the counting and classification aspect of your project. I have hands-on experience working with large sets of visual data, employing a hybrid approach that combines both manual tallying and sophisticated computer-vision tools. This approach guarantees reliable and precise results - a critical factor for your project. Additionally, my proficiency in time series forecasting using models like ARIMA and LSTM aligns perfectly with your need to determine vehicle count and dwell time per half-hour slot. With me on board, you're getting not just a proficient freelancer but also a collaborative partner who genuinely cares about delivering results that exceed expectations. I look forward to discussing more details about your project soon!

@hotanloc

Hello, I have already completed a similar project successfully. Project review: https://www.freelancer.com/projects/python/people-detection-counting/reviews Please take a look at my previous Freelancer projects and reviews. Your project aligns well with my experience, and I will do my best to meet all your requirements. My core expertise is in object detection, tracking, and counting. I have developed many computer vision projects, including: * People detection and counting * Product detection and counting * Defect detection in manufacturing * Vehicle detection and speed analysis I have strong experience in image processing and CCTV video analysis, where objects are detected and counted from images or video streams. For your project, I will: 1. Train a model using annotated data to generate optimized weights 2. Develop the detection system based on the trained model 3. Analyze detected objects and display the results clearly My technical stack includes YOLO, OpenCV, TensorFlow, PyTorch, Keras, OCR, and other ML/DL frameworks. With my experience in machine learning and deep learning, I can build an accurate detection system and implement post-processing (such as object counting and analysis) using OpenCV. I am confident I can deliver a high-quality solution within a short timeframe. Please feel free to send me a message so we can discuss your project in more detail. I look forward to hearing from you. Thank you.

@nareshk44

As a seasoned data professional with a proven track record in data analysis, processing, and visualization, I am confident in my ability to deliver the precise and detailed vehicle counting report you need. My extensive experience with Excel and Google Sheets means that I am well-versed with the tools necessary to handle large volumes of data effectively, from cleaning and organizing to generating insights and visually presenting datasets. I assure you that accuracy is my highest priority; I will take the time needed to ensure that every piece of information is accounted for correctly. My fluency in both English and Hindi will also be a huge asset considering these videos are from India, making it easy for me to understand any nuances or regional aspects that may come up during the project. Additionally, my skills in translating between both languages could prove helpful if there are any language barriers within the content or during communication. Let me help you transform weeks-worth of footage into a meticulously organized Excel book without missing a beat—or vehicle! Choose me for this project, and you can expect nothing short of top-quality service and timely delivery—a commitment I'll uphold with respect. With me, you'll have a competent partner to navigate your data needs effectively and efficiently. I look forward to starting this exciting project together!