Advanced Smoke Detection Using YOLO-NAS

⭐⭐Senior ML Developer⭐⭐ Hi, I've read your description carefully for detection of smoking in video. I have full experience with python and ML, YOLO v5 and v8. I have a good skill with this fields and worked with similar projects. I can complete your project with high quality on time. And i will support till you are happy. Thank you & Best regards!

As a leader of a professional and passionate team with deep expertise in both engineering and software development, I can assure you top-quality work that fulfills your exact needs. Our extensive experience in image and video analysis aligns perfectly with your project's goals of implementing smoke detection using YOLO-NAS8 or YOLO-NAS or similar software for high-precision results. What sets us apart is our proven track record with fire prevention and early warning systems where we successfully tackled tasks that demanded the same level of accuracy as your project does. Drawing from this experience, we are adept at identifying and resolving potential issues concerning the effectiveness of our detection algorithm across various video samples. Additionally, we will ensure a high level of accuracy in smoke detection; no smoke will go undetected. Our thorough approach to your project doesn't just end with impeccable coding but also involves providing you with meaningful insights through the resulting detection video, including probabilities on screen. I will furnish you with all the code, libraries used, and specify the training data employed, as requested. Therefore, I strongly believe my skills and vast experience make me the best fit for this task. I look forward to working with you and exceeding your expectations in every aspect of this project!

Object Detection Using YOLO v4 Deep Learning is what you need. Can be done effectively. Note:- I am the only one here with SCI and FT-50 journal papers. In today's ever-changing technological landscape, my expertise aligns perfectly with your project requirements. With hands-on experience in using YOLO v4 for object detection and enhancing effectiveness regardless of the video provided, I'm well-equipped to tackle your advanced smoke detection needs. My track record includes a variety of successful projects in detection and similar tasks, demonstrating a consistently high level of accuracy - a paramount element you seek. Having worked on fire prevention and early warning systems projects, I understand the importance of precision when it comes to potential hazards like smoke. My deep knowledge of AI coupled with significant experience in image and video analysis allows me to pinpoint even the most subtle smoky cues effectively, granting you reliable results that you can depend on for real-life applications. In terms of training data, I have access to extensive databases that cover a wide range of scenarios, ensuring thorough and accurate training for the model. Thus, not only will I hand over the resulting detection video with probabilities on screen, but you will also receive all the code and libraries employed as well as detailed information about the training data used to achieve these results.

&& YOLO, OCR, OpenCV, Tensorflow, PyTorch, Keras, ML/DL model && Hi, How are you?. I have full skills and full experiences of this field. I have developed many Image Recognition project using python, c++ and I am expert in these fields I can finish your project with high quality and on time. Please send me your message to discuss more about your project. I am waiting your reply now. Thanks.

In the realm of image and video analysis, my proficiency with the YOLO (You Only Look Once) algorithm undoubtedly makes me a standout candidate for your smoke detection project. I am well-versed in both YOLO8 and YOLO-NAS, possessing the know-how to implement smoke detection with the desired precision using either. In fact, I've successfully completed multiple high-stakes projects in the past that required intricate object detection just like this. Drawing from my previous experiences, including working with fire prevention and early warning systems, I deeply comprehend the necessity for accurate detection. It's not just about locating objects on the screen but also about enhancing algorithms to ensure cohesive performance across varying video samples. The resulting output you require, with probabilities displayed on screen, and all associated code and libraries will be delivered with transparency and professionalism to meet your needs.

Hello Christopher G., I have carefully read and understood your project requirements for advanced smoke detection using YOLO-NAS. With over 7 years of experience in C++ programming and expertise in YOLO8 and YOLO-NAS, I am confident in delivering high-precision smoke detection in your video. My main points of focus will be implementing smoke detection with high accuracy, enhancing the algorithm for various video inputs, and ensuring effective performance. I have a proven track record in image and video analysis, and my portfolio links https://www.freelancer.in/u/gajerakrishna0 will demonstrate my successful projects in detection and similar tasks. I am eager to connect with you in chat to discuss the project further and address any queries you may have. I can start working immediately and will strive to deliver the results as soon as possible. Looking forward to collaborating with you and helping you achieve success in this project. Best regards, Krishna

Hi. I am interested in this job. ✅I am a motivated AI expert with 8 years experience ✅ Your job post is exciting and I am ready to start this project immediately. Python, Django, Yolo, Jupyter Notebook,Machine Learning, Flask, Pytorch, Computer vision, OpenCV, Image/Video Watermarking, Algorithm, Javascript, C++, C#, Git Let's discuss further via chat. Looking forward to your response! Victor

I would like to place a bid for the project to detect smoke in a video using YOLO8 or YOLO-NAS. With my expertise in object detection using YOLO and extensive experience in image and video analysis, I am confident in delivering high-precision smoke detection with enhanced algorithm performance. I have successfully completed similar projects and possess strong analytical capabilities to address accuracy issues. Please contact me.

With over 15 years of experience in the data science and image processing field, I am confident that I can bring a unique and valuable skill set perfectly tailored to your project. My proficiency in YOLO-NAS combined with my extensive background in image and video analysis make me an ideal fit for your smoke detection task. I have successfully completed challenging projects similar to yours where high-precision detection was crucial, such as fire prevention and early warning systems. Not only can I implement advanced smoke detection in your video using YOLO-NAS (8), but I also have the capability to enhance the algorithm to perform effectively regardless of the video provided. My strong analytical ability enables me to identify and address any accuracy issues meticulously. Rest assured, I will ensure high accuracy of smoke detection by leveraging my expertise and employing a robust training data set. Moreover, I will supply you with the resulting detection video with probabilities on screen, along with all the code and libraries required for future use. Having worked on a wide array of projects, from network traffic prediction to OCR and ANPR, I possess strong programming skills that extend beyond the scope of this project, which implies greater adaptability and problem-solving capability on my part. Let's work together to not just meet but exceed your project expectations!

Senior Computer Vision Expert Here! I am familiar with YOLO object detection model. If you entrust me this project, I can develop it with 3 days perfectly. Look forward to your reply. Best regards, Thomas S.

Hi Christopher G., I reviewed your project details & understood your requirement to develop an advanced smoke detection using YOLO-NAS. Offering expertise in smoke detection using YOLO-NAS (8) with a focus on high precision. Proven track record in image/video analysis and successful projects, ensuring effective algorithm enhancement for accurate smoke detection. Providing detailed code, libraries, and a detection video with probabilities on screen, backed by experience in similar high-precision criteria projects for fire prevention or early warning systems. My cutting-edge technical skills include following: Python Machine Learning Deep Learning AI Object Detection Image Processing Video Processing Computer Vision YOLO TensorFlow Keras etc. with over 5 years of experience as Machine Learning Engineer, with an emphasis on Image / Video Processing, I will be the best fit for your requirement. Let's connect via chatroom here for further discussion related to the project features in details. Eager to work with you. Kind Regards, Dinjan Infotech Team