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Comparative Study on Lung Tuberculosis Models

$30-250 USD

Cerrado
Publicado hace 5 meses

$30-250 USD

Pagado a la entrega
I am seeking an expert who can carry out a detailed comparative study on several models including Swin Transformer V2, ResNet, VGG, ViT, and TBXNet, on a dataset of .DICOM x-ray images of lung tuberculosis. The main purpose of this project is to evaluate the applicability of these models to this specific dataset. You'll need to: - Implement Swin Transformer V2 model correctly - Normalize the dataset as a form of pre-processing - Evaluate the performance of each model by calculating necessary evaluation metrics - Clear documentation of the processes You should have strong knowledge and experience in Machine Learning and familiar with the aforementioned models. Proficiency in handling .DICOM images will be a plus. You must be able to interpret results and provide clear explanations of each model’s performance characteristics.
ID del proyecto: 37572129

Información sobre el proyecto

13 propuestas
Proyecto remoto
Activo hace 4 meses

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13 freelancers están ofertando un promedio de $151 USD por este trabajo
Avatar del usuario
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.
$250 USD en 7 días
5,0 (41 comentarios)
6,8
6,8
Avatar del usuario
I am a Machine Learning expert with strong proficiency in handling .DICOM images and extensive experience in evaluating and comparing models such as Swin Transformer V2, ResNet, VGG, ViT, and TBXNet. I will accurately implement the Swin Transformer V2 model, normalize the dataset for preprocessing, and meticulously evaluate the performance of each model using necessary evaluation metrics. Clear documentation of the processes will be provided, ensuring comprehensive interpretation and explanation of each model’s performance characteristics.
$212 USD en 2 días
5,0 (5 comentarios)
5,5
5,5
Avatar del usuario
I understand that you are looking for an expert who can carry out a detailed comparative study on several models including Swin Transformer V2, ResNet, VGG, ViT, and TBXNet on a dataset of .DICOM x-ray images of lung tuberculosis. I have the necessary expertise and experience to successfully complete this project. My background in web programming and application development makes me an excellent choice for this job as it allows me to create interactive and functional websites that provide an outstanding user experience. Additionally, my proficiency in using the Laravel framework for faster and more efficient PHP development makes me well-suited for this job.. Additionally, I have experience using Python for web development and scientific computing which would be useful for this project.
$140 USD en 7 días
5,0 (1 comentario)
3,6
3,6
Avatar del usuario
Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL, Computer Vision who has many years of experiences. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$100 USD en 2 días
4,5 (4 comentarios)
4,1
4,1
Avatar del usuario
I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform give me a chance to show you the best i can do at your service.
$190 USD en 3 días
3,5 (14 comentarios)
4,4
4,4
Avatar del usuario
Hi... I'm glad to meet you. I'm a programmer using PYTHON, MATLAB, and so on. Especially I am a expert on ML, DL, RL. I have worked in this field for 6 years. I have completed many projects including image processing, object recognition, NLP and so on. I checked your proposal carefully. I will finish your project perfectly and deliver good results. Please discuss more detail about your project. Thanks!!!
$50 USD en 3 días
4,9 (2 comentarios)
2,6
2,6
Avatar del usuario
Hello, After carefully reviewing the requirements, I am confident that I am the perfect candidate for your project. I completed my Master of Applied Science (thesis-based), specializing in Computer Vision. My expertise aligns well with your needs, supported by a detailed comparative study I conducted using various deep-learning models, as showcased in one of my published papers (I can provide the link to the publication). Additionally, I have hands-on experience with projects in medical image processing, including working with DICOM images. If you have any questions or would like to discuss the work further, please feel free to connect with me in the chat. I am available to address any queries you may have. Looking forward to the opportunity to work with you. Best regards, Rhythm
$250 USD en 3 días
5,0 (3 comentarios)
2,1
2,1
Avatar del usuario
Dear Client, I am thrilled about the opportunity to conduct a comprehensive comparative study on Swin Transformer V2, ResNet, VGG, ViT, and TBXNet using your .DICOM x-ray dataset for lung tuberculosis. With a strong background in machine learning and expertise in the specified models, I am confident in delivering valuable insights and performance evaluations. My approach involves accurate implementation of the Swin Transformer V2 model, meticulous dataset normalization for optimal pre-processing, and rigorous evaluation of each model using relevant metrics. The documentation will be clear and concise, ensuring transparency in the processes undertaken. I bring proficiency in handling .DICOM images and a keen ability to interpret results, providing you with a thorough understanding of each model's performance characteristics. Thank you for considering my proposal, and I look forward to contributing to the success of your project. Best Regards, Harsh Bhatti
$115 USD en 1 día
5,0 (3 comentarios)
1,6
1,6
Avatar del usuario
I understand that you are looking for an expert who can conduct a comparative study on several models and evaluate their performance on a dataset of .DICOM x-ray images of lung tuberculosis. I believe that I am the best fit for this project due to my extensive knowledge in machine learning, specifically in the field of deep learning. My skills include - Implementing Swin Transformer V2 model correctly - Normalizing the dataset as a form of pre-processing - Evaluating the performance of each model by calculating necessary evaluation metrics - Clear documentation of the processes
$30 USD en 1 día
0,0 (0 comentarios)
0,0
0,0
Avatar del usuario
Hello. I hope you are doing well. I have extensive experience in image classification. I have strong knowledge and experience in Machine Learning and familiar with the pre-trained models and in handling medical images. I can Implement Swin Transformer V2 model. Please let me know wen we can discuss about the project.
$140 USD en 7 días
0,0 (0 comentarios)
0,0
0,0

Sobre este cliente

Bandera de BANGLADESH
Dhaka, Bangladesh
5,0
4
Forma de pago verificada
Miembro desde dic 2, 2018

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