train yolov8 for multitask , i.e. detection, segmentation and key point detection on a single backbone.

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, Java, JavaScript and 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

Hello Dear, My name is Mayank and I am from PVSYS Group. I understand you are looking for a freelancer to train yolov8 for multitask, specifically for detection, segmentation and key point detection on a single backbone. My experience makes me the perfect fit for this project. I have strong experience with training yolov8 for multitask and have the ability to modify its model architecture as well as modify the dataloader for multitask training. Additionally I am proficient in Python and pytorch programming language so please feel free to ask any questions about how I can best help you reach your goals for this project. Thanks Mayank

Hi, My name is Seyed Amirreza, an AI expert with extensive experience in machine learning, Python, image processing and video processing. I have almost 4 years of experience in Machine Learning/Deep Learning algorithms. I can implement various types of Artificial Intelligence, Bayesian Networks, Deep Networks, and other algorithms including yours with Python (using scikit-learn, TensorFlow and Pytorch). I have worked some well-known models like, YOLO, RCNN, Fast-RCNN, Faster-RCNN, U-net(including different backbones; resnet, pspnet), Deeplab (v1, v2, v3, v3+ versions), and etc. Also, I have done artificial intelligence algorithms including, computer vision, GAN (DCGAN, CGAN), segmentation models (U-net, Deeplab) and etc, with Python. My track record of success with similar projects is proof that I can deliver results quickly and accurately. Please feel free to contact me if you have any questions or would like more information about me or my skills. I can provide the requirements with minimum time and cost.

Hello, I hope this message finds you well. I wanted to express my enthusiasm for the project and showcase my expertise in deep learning. I have a strong background in using YOLOv for image classification and segmentation tasks, and I'm experienced in tackling multi-task (multi-target) problems using PyTorch. Given my skills and knowledge, I am confident that I can successfully train the model in PyTorch to meet your requirements. Within a week, I will deliver not only the code but also the trained models. I would be more than happy to engage in further discussions to address any specific needs or questions you may have. Please don't hesitate to reach out at your convenience. Thank you for considering my candidacy for this project. Best regards, Nagaraju

Hi, I have 8+ years experience in computer vision. I have worked on yolo models for detection, segmentation and key point detection (for pose estimation). There is ultralytics repo that does all three tasks separately. We can modify the architecture to have same backbone, but different heads for 3 tasks and 3 loss functions for training. Can we have a quick chat to discuss more? Thanks, Vijaya

I hope this message finds you well. I am writing to express my interest in your project, which involves training YOLOv8 for multitask, specifically for detection, segmentation, and key point detection on a single backbone. I am currently pursuing my Master's degree in Robotics from the University of Maryland and have over 4 years of experience as a Deep Learning Specialist. I have extensive experience in developing and implementing deep learning models, including YOLOv8, for various tasks such as object detection, segmentation, and key point detection. For your project, I would leverage my strong skills in Python and PyTorch to modify the YOLOv8 model architecture and data loader for multitask training. I have previously worked on similar projects where I modified deep learning model architectures and data loaders to suit specific tasks, which would be beneficial for this project. I am confident in my ability to work independently and efficiently to complete the project. I would be glad to discuss the project further and explore how we can collaborate effectively. Thank you for considering my proposal. I look forward to the possibility of working with you. I also see that you have attached the sample images and masks from coco and I can go ahead and create model using this data once you give a go ahead. Best regards,

Hi. Client. Thanks for your posting. I saw your project description carefully. I can complete this task with high quality on time. My core skill is in Computer vision and ML/DL that detectes object from image and video. I have full experiences in this work. Please sned me your message to discuss your project detail more...I am waiting your reply now. Thanks.

PYTHON AND ML EXPERT DEAR EMPLOYER, I’ve completed the exact same projects before successfully. Awarding me will be the fastest way to complete your task with the best rates possible. I CAN ASSURE YOU 100% THAT WE ARE FULLY CAPABLE OF EXECUTING ANY LEVEL OF TASK/PROJECT BASED ON THE SKILL REQUIRED. I am fully confident about our skills and my understanding of the project description and we are ready to go through any test or sample task you assign to acquire your trust. Let me know when are you available for an initial 15-30-minute discussion (FREE OF CHARGE) so we can discuss the requirement in detail and I can walk you through the mentioned systems to acquire your trust in my skill. REST ASSURED YOUR WORK IS IN VERY SAFE AND PROFESSIONAL HANDS. THANK YOU

Hey, Yolov8 does not support multitask , since Yolo is no longer full open source but managed by Ultralytics. It wont be possible,but i believe Yolov5 does support. Let me know you want it to be done.

Dear client, My name is Manal, and I specialize in Data Science and Python Development. I have extensive experience and expertise in various areas, including Machine Learning, Deep Learning, Object Detection, YOLO, and Face Recognition. Throughout my career, I have successfully completed numerous projects in these fields. If you have any questions or would like to discuss your project further, please don't hesitate to reach out to me via chat or we can schedule a meeting. I am available to start working immediately, so please let me know if you are interested, and I can provide you with samples of my work. Best regards.

Hi there! I'm Girgis, a computer vision engineer with more than 10 years of experience in machine learning, deep learning, data science and analysis. I have extensive knowledge in the field of training yolov8 for multitask specifically for detection, segmentation and key point detection on a single backbone. My strong skills include modifying yolov8 model architecture to modify dataloader for multitask training as well as being proficient in Python and pytorch programming language. Additionally, I am familiar with detection, segmentation, and key point detection on a single backbone. I believe that my skillset makes me the perfect fit for this project. If you're looking for someone who can modify yolov8 model architecture and modify dataloader for multitask training without any additional assistance from you; someone who is efficient at working independently and efficiently to complete the project; then please let me know! I'm confident that I can deliver great results for you. Please let me know if you have any questions or would like more information about me or my skillset. Thank you!

Hello, my name is Kashif and I am a skilled website developer with expertise in WordPress, JavaScript, PHP, HTML, and CSS. With 5 years of experience, I am committed to delivering high-quality work that meets your specific needs. I understand that you are looking for a freelancer to train yolov8 for multitask specifically for detection, segmentation, and key point detection on a single backbone. I believe I am the perfect fit for this project because of my strong experience training yolov8 for multitask (which is necessary for this project), my ability to modify yolov8 model architecture for multitask training (which is needed), as well as my proficiency in Python and pytorch programming language which will be needed for this project. Additionally, I have the necessary experience working independently and efficiently to complete projects on time. If you would like to discuss further how I can help you with this project please don't hesitate to contact me.

Hhi I am experienced in this and I can start right now but i have few doubts and questions lets have a quick chat and get it started waiting for your replyyy

Hi, How are you? Very happy to bid your project because my skills are fitted in your project. I am a AI engineer with 8 years of experience in machine learning, deep learning, OCR, NLP and AI. I am very familiar with could computing, chatGPT, YOLO, GPU, Mediapipe, Generative Adersarial Network, openAI, CNN, RNN, GAN, LSTM, SVM, reinforement learning, opencv, Pytorch, tensorflow, keras, tesarret Pandas, sklearn, numpy, matplotlib, seaborn and so on. I trained YOLO8 model on customized data. I can do your project perfectly. If you send the message , we can discuss about the project more. Thanks.

Dear, I'm Sarim, a skilled freelancer with expertise in PHP, Laravel, Python, FastAPI, MySQL, SQL, HTML5, CSS3, Bootstrap, JavaScript, and jQuery. I offer my services to support your projects and deliver high-quality solutions. With strong proficiency in PHP and Laravel, I can develop robust and scalable web applications. Additionally, my skills in Python and FastAPI enable me to build efficient and secure RESTful APIs. I am also well-versed in database management, including MySQL and SQL. On the front-end side, I have experience in HTML5, CSS3, Bootstrap, JavaScript, and jQuery. I can create responsive and visually appealing user interfaces, enhancing user experience and interaction. As a freelancer, I am dedicated to delivering exceptional results within agreed-upon timelines. I prioritize clear communication and understanding of project requirements to ensure successful outcomes. I have successfully completed various freelance projects, earning praise for my professionalism, attention to detail, and tailored solutions that meet client needs. I am eager to collaborate with you on your upcoming projects and contribute to their success. Let's discuss your requirements further and explore how my skills can benefit your business. Thank you for considering my services. I look forward to the opportunity of working together. Best regards, Sarim

I'm Sanjaya Maharana, a freelance Python and AI/ML developer with 3.5 years of experience in the Python and AI/ML domains. I have developed a robust skill set, including proficiency in HTML, CSS, Javascript, Python, AI, ML, Flask, FastAPI, Python, SQL, Flask, Django, MongoDB, RabbitMQ, AWS, artificial intelligence, machine learning, deep learning, and computer vision. I have worked on several exciting projects, including OCR, web scraping, the auto background remover API, restoring blurred or broken images, key point detection, pose estimation, image segmentation, number plate detection, and face recognition, including creating ML models, training the models, performing sentiment analysis, image classification, and object detection, and deploying them on the server. Please contact me at +91 8790654369 if you have any special requirements.

As a computer vision engineer my professional skills are: • Artificial Intelligence | Computer vision doctoral Researcher • Implementation of state of the art object detection models • Object detection and recognition in satellite Imagery • Brain storming on novel ideas in computer vision field • implementation of object tracking algorithm on embedded devices • jetson-TX2 setup on drone vehicles for object detection and tracking • Automating Vision tasks with deep learning models • improving accuracy of trained model • Convolutional Neural Networks • Image enhancement using Deep Convolutional Generative Adversarial Networks • Image resolution enhancement • Object detection in low resolution satellite imagery • OCR recognition • Green Artificial Intelligence for crops and vegitation • Managing computer vision team to meet deadlines • Real synthetic / synthetic dataset generation • Gathering user requirements and feedback • Car segmentation using Unet Model with ResNet-50 as backbone Please visit my portfolio to see my recently completed projects Skills: Machine Learning · Data Science · Satellite Imagery · QGIS · Object Tracking · Change Detection · Object Detection · Object Recognition · PyTorch · Deep Learning · Computer Vision

Hello! My name is Morpheus, and I'm from Hong Kong. I hold a master's degree in Machine Learning with a focus on image algorithms, and I have 6 years of full-time work experience in a large tech company. I have extensive experience in algorithms such as object detection, segmentation, keypoint detection, and multi-task learning. I understand that your goal is to perform multi-task learning (person detection, instance segmentation, and keypoint detection) based on YOLOv8. I have rich experience in multi-task training, specifically with the YOLO series, and I can modify the model architecture and data loaders for multi-task training. Additionally, I am proficient in Python, have a good grasp of C++, and I am skilled in using AI frameworks like PyTorch, Keras, and TensorFlow. I am also familiar with algorithm optimization and deployment. Given my experience, I believe I am well-suited for this project. This is my first project, I will definitely help you complete it perfectly. Please feel free to reach out to me anytime. Thank you!

Hello, I have 1 year of experience in the field, specifically working with YOLOv5, v7, and v8 models for detection and segmentation tasks. I am proficient in Python and PyTorch, enabling me to modify the YOLOv8 model architecture and dataloader for multitask training. With a strong understanding of detection, segmentation, and key point detection on a single backbone, I can work independently and efficiently to complete the project. I am excited about the opportunity to work with you and deliver a high-quality solution tailored to your needs. Let's discuss the project further and address any questions you may have.