Train model on ViT

Hi, I am a researcher in the field of AI with a focus on smart health. Find more about me: [login to view URL] My area of expertise involves working with various image datasets, including Chest X-ray14 (NIH), CheXpert, and PadChest, to analyze and process medical images. Currently, I am working on a project to develop an identification model for the Chest Xray14 dataset using the ViT model. As I am looking for my first freelancing job, ensuring that I am qualified and competent is my top priority. Definitely, I can get your requirement done perfectly well. Please feel free to contact me so we can discuss your project in more detail. Let’s message me.

Hello, As an experienced AI / ML engineer who have worked on many computer vision project, I have the expertise and skills necessary to take your project to the next level. I have worked on various projects before and have experience working with Machine Learning and deep learning frameworks like TensorFlow and PyTorch.I am available to start working on this project immediately and can provide regular updates and communication throughout the project. Thank you for considering my bid. I am looking forward to hearing back from you soon and discussing the project in more detail.

Hi! I am a data scientist and a python developer, I have worked with vision transformer using tensorflow before and I am sure that I'll be able to train it on your NIH CXR dataset too, kindly respond so we can further discuss. Thanks

Hello there! I appreciate your interest in working with a Vision Transformer expert for your project. I have extensive experience in training models on large datasets and would be happy to assist you in training the NIH CXR dataset on a Vision Transformer model to detect lung tuberculosis. To begin, I would first create a detailed plan of action that outlines the steps required to achieve the desired results. This would include data preprocessing, model selection, and training parameters. Next, I would train the model on the dataset and fine-tune it to optimize its performance. I would also conduct rigorous testing to ensure that the model is accurate and reliable. Throughout the process, I would maintain clear communication with you to ensure that your goals and expectations are being met. Additionally, I would provide regular progress updates and make any necessary adjustments to the model to ensure that it is performing at its best. Overall, I am confident that my expertise and experience make me the ideal candidate to help you achieve your project goals. Thank you for considering me for this opportunity, and I look forward to hearing back from you soon.

Hello, I'm excited to hear about your project and the opportunity to work with a Vision Transformer expert. I have extensive experience in training deep learning models on large datasets and would be happy to assist you in training the NIH CXR dataset on a Vision Transformer model for detecting lung tuberculosis. To begin, I would first preprocess the dataset to ensure that the images are standardized and ready for training. Next, I would select the appropriate Vision Transformer model and fine-tune it on the dataset using transfer learning techniques. I would also implement data augmentation methods to increase the model's robustness and prevent overfitting. Once the model is trained, I would evaluate its performance using various metrics and make any necessary adjustments to improve its accuracy. I would also conduct rigorous testing to ensure that the model is reliable and can be deployed in real-world scenarios. Throughout the process, I would maintain clear communication with you to ensure that your requirements and expectations are being met. I would also provide regular progress updates and make any necessary adjustments to the project plan to ensure that we stay on track. Overall, I am confident that my expertise and experience make me the ideal candidate to help you achieve your project goals. Thank you for considering me for this opportunity, and I look forward to hearing back from you soon.

Hi, I am Vamshi Krishna. I am a Ms by Research student pursuing my second year. I am an expertise at Machine Learning, Deep Learning and object detection. I have done a project for image classification using ViT on smaller datasets with shifted patch tokenization and locality self-attention and with this experience I can do your project easily. why me? Hard working. On time delivery. Money guarantee. Thank you.