Vision Transformer model in Python

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 sir I am a data scientist with over 3 years of experience, I have done a similar project to yours, which you can check in my portfolio, I am sure that I can help you finish this task in the next few hours. Feel free to contact me for more details. regards

I'm excited to express my interest in your Vision Transformer Model project for image detection and classification, focusing on glioma, meningioma, pituitary tumors, and no tumor type. I possess strong expertise in Vision Transformer Models, proficiency in Python, and a solid background in image classification techniques. My approach involves leveraging a Kaggle dataset for model training, ensuring accuracy. With extensive experience in training and fine-tuning models using large datasets, I guarantee optimal performance. I'll employ state-of-the-art image classification techniques to meet your project requirements. My proposed timeline includes data collection, preprocessing, model development, optimization, testing, and final delivery within eight weeks. My bid for the project is 6000 INR , reflecting the value I bring to ensure successful outcomes. I'm available for further discussion at your convenience. I look forward to the opportunity to contribute to the project's success. Best Regards, KriraAI Infotech

Dear Client I am excited about the opportunity to contribute to your image classification project utilizing the Vision Transformer Model. With a profound understanding of machine learning and deep learning, I am confident in my ability to deliver accurate and efficient results. My expertise includes extensive experience in developing and fine-tuning models using Python, particularly within the TensorFlow and PyTorch frameworks. I have successfully implemented image classification techniques and algorithms, showcasing a strong knowledge of Vision Transformer Models. I am well-versed in working with large datasets and have a track record of optimizing model performance. The Kaggle dataset you mentioned is a valuable resource, and I am eager to leverage it for training the model to accurately classify tumor types. I am committed to delivering high-quality results within the specified timeline and ensuring the model meets the project's objectives. Your consideration is greatly appreciated, and I look forward to the possibility of contributing to the success of your project. Best Regards, Harsh Bhatti

Hi there! I am Muhammad, a experienced freelancer specializing in Flutter web development and graphic design with over 5 years of proven expertise. I am familiar with Vision Transformer Model and have the necessary skills and experience to complete your project. Specifically, I have strong knowledge and experience in Vision Transformer Model as well as proficiency in Python programming language that will be required for this project. Additionally, I have experience in training and fine-tuning models using large datasets which will be necessary for optimizing and improving model performance. I would be delighted to help you create an exceptional digital experiences that leave a lasting impression. Please feel free to contact me if you would like more information or if you would like me to outline how we could work together to bring your vision to life!

Hey there! Python fanatic here, ready to sprinkle some Python magic on your project! From web development to data science, I've conquered it all with Python. Your project deserves a Pythonista who knows the ins and outs of this versatile language. Let's not beat around the bush – I'm the Python developer you've been searching for. I bring both skill and passion to the table. Your project is not just a job for me; it's a Python adventure waiting to unfold. Drop me a message, and let's code some magic! Regards.

Hi! I am Adil, a highly skilled full stack developer with extensive experience in translation. I specialize in accurately conveying ideas and messages across languages, bridging the gap between cultures. I have the necessary skills and experience to develop a vision transformer model in Python that can accurately classify images and use Kaggle dataset for the model training. Additionally, I am familiar with image classification techniques and algorithms that can be used to train the model effectively. My expertise enables me to create dynamic and user-friendly applications while ensuring effective communication and localization for global audiences. I believe that I am the best fit for this project due to my strong knowledge and experience in Vision Transformer Model, proficiency in Python programming language, familiarity with image classification techniques and algorithms as well as ability to optimize and improve model performance. If given the chance to develop a model for you, you can rest assured that you will get top quality output without any issues. Thanks for considering me for this job and I look forward to hearing from you soon!

Hello, you want to do image detection on your data. You want to classify the images, by using classification models. Also, you want to program it with python. I am a machine learning engineer who worked with different problems like this, especially classification models and I use python for programming. If you’re interested, you can contact me to talk more about the data you have. Thanks.

Dear Sir/Mam , I am Gokul Marwal from RajsaroITsolutions, and we are eager to collaborate on your upcoming project. With a dedicated team of experts, we specialize in delivering high-quality, client-centric solutions. At Rajsaroi, we offer a range of services, including web and software development, mobile app creation, and strategic IT consulting. Our commitment to unparalleled expertise and a client-centric approach ensures that we meet and exceed your expectations. We take pride in our quality assurance processes, guaranteeing flawless solutions that align with your business goals. Our collaborative and transparent communication ensures you’re involved throughout the project, fostering a strong client-agency partnership. Best Regards, Gokul Marwal RajsaroITSolutions

Subject: Proposal for Vision Transformer Model Image Classification Project Dear, I am writing to express my keen interest in your project involving image detection and classification for the identification of glioma, meningioma, pituitary tumors, and no tumor type. Leveraging my extensive experience and expertise in Vision Transformer Models, coupled with a robust background in Python programming and image classification, I am confident in delivering a solution that meets and exceeds your expectations. Dataset Utilization: I will employ a Kaggle dataset to train the Vision Transformer Model. This dataset will serve as a comprehensive source, enabling the model to learn and generalize effectively. Python Proficiency: With a high level of proficiency in Python, I will implement and optimize the Vision Transformer Model, ensuring code quality, efficiency, and scalability. Five months ago during our training I have already made a model for tumor classification. Don't hesitate to contact me at any time. I'm committed to supporting your project and ensuring a successful collaboration by addressing your needs and concerns. After honing my skills over the past five years, I'm excited to bring my expertise to Fiverr to provide top-notch services. I assure you a positive experience with my dedicated approach and a commitment to delivering results that exceed your expectations. Let's collaborate for success. Thank you Sincerely, Saif Ali

I Can work on this, I work as data scientist and have done more than 50+ projects similar to this. Feel free to text me so that we can take this project ahead

I have very good knowledge and handson experience in python, machine learning, deep learning and CNN which helps me to solve this with good vision on the problem and various ways to solve this.