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Implementing a deep learning framework for the detection and classification of lung diseases using chest X-ray datasets using PYTHON

₹600-1500 INR

Închis
Data postării: 3 luni în urmă

₹600-1500 INR

Plata la predare
I am looking for a skilled developer to implement a deep learning framework for the detection and classification of lung diseases using chest X-ray datasets. The preferred framework for this project is TensorFlow and can use any recent CNN based hybrid models. Dataset: - The client does not have a specific X-ray dataset and requires assistance in finding a suitable one. Classification Model: - The desired accuracy for the classification model is more than 95% with other paramters like f1 score, recall, precision along with suitable graphs and plots. Skills and Experience: - Strong proficiency in Python is required. - In-depth knowledge and experience in implementing deep learning frameworks, specifically TensorFlow and libraries. - Familiarity with working with chest X-ray datasets and medical imaging is preferred. - Understanding of image classification and deep learning algorithms. - Ability to preprocess and analyze large datasets. - Experience in fine-tuning neural networks for optimal performance. - Knowledge of techniques for improving model accuracy. - Strong problem-solving and debugging skills.
ID-ul proiectului: 37494153

Despre proiect

13 propuneri
Proiect la distanță
Activ: 2 luni în urmă

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13 freelanceri plasează o ofertă medie de ₹2.131 INR pentru proiect
Avatarul utilizatorului
Hello, How are you? I have 6+ years experience in Software Architecture , Data Mining and Java . I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
₹1.050 INR în 15 zile
5,0 (22 recenzii)
5,9
5,9
Avatarul utilizatorului
Hi there! My name is Usama and I am a data scientist and machine learning practitioner with over two years of experience in the industry and one year of academic experience. I understand that you are looking for a skilled developer to implement a deep learning framework for the detection and classification of lung diseases using chest X-ray datasets. I am confident that I can provide the necessary expertise to complete this project. My skillset includes Python, which is required for this project, as well as in-depth knowledge and experience in implementing deep learning frameworks such as TensorFlow. This allows me to use advanced analytical tools and techniques such as preprocessing & visualization to gain insights into large datasets before building classification models with accuracy greater than 95%. I would be delighted to help you bring your vision for this project to fruition. Please feel free to contact me if you have any questions or would like more information about my services.
₹3.000 INR în 3 zile
5,0 (4 recenzii)
2,6
2,6
Avatarul utilizatorului
I am a skilled developer with extensive experience in implementing deep learning frameworks, particularly TensorFlow, for medical image analysis. I have a strong background in Python and a proven track record in working with chest X-ray datasets. My expertise includes image classification, preprocessing, and fine-tuning neural networks for optimal performance. I understand the importance of achieving high accuracy in disease detection and classification, and I am committed to delivering a model with more than 95% accuracy along with comprehensive performance metrics like f1 score, recall, and precision. I am proficient in analyzing large datasets and implementing techniques to enhance model accuracy. I am confident in my ability to contribute to the success of your project by leveraging my skills in deep learning, medical imaging, and TensorFlow. I look forward to the opportunity to discuss your specific requirements and collaborate on the implementation of an effective solution for lung disease detection and classification.
₹1.300 INR în 1 zi
4,5 (2 recenzii)
1,9
1,9
Avatarul utilizatorului
Being a PhD degree holder in computer science and postdoc in computer vision published international publications, I am in a position to help in this regard. thanks
₹1.050 INR în 1 zi
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Hi, I have made a similar chest x-ray model during covid era. I have 3 years of experience as a Data Scientist and worked on numerous classification projects using Deep Learning. Proficient in Tensorflow, Pytorch and CNN. Let's discuss more about it.
₹1.800 INR în 3 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Data science Statistics and Probability: Programming Skills: Data Cleaning and Preprocessing: Machine Learning: Gaining expertise in machine learning algorithms and techniques to build predictive models and make data-driven decisions. Data Visualization: Creating meaningful visualizations and dashboards to communicate findings effectively to both technical and non-technical stakeholders. Big Data Technologies: Familiarity with tools and frameworks like Hadoop and Spark for handling and analyzing large datasets. Domain Knowledge: Acquiring domain-specific knowledge to apply data science techniques effectively in specific industries like healthcare, finance, or marketing. Ethical Considerations: Understanding the ethical implications of data collection, privacy, and responsible AI deployment. Communication Skills: Developing the ability to convey complex findings and insights in a clear and understandable manner to diverse audiences.
₹1.050 INR în 7 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Hello, as a machine learning engineer with over two years of experience, I can develop a model capable of classifying lung diseases using chest X-ray datasets with an accuracy exceeding 95%. Having previously worked on similar projects, I am confident in delivering the project efficiently and effectively. I will provide you with the model, code, and address any edits or additional requirements promptly. I am available now, so feel free to call me.
₹800 INR în 3 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Rising Smart Technologies (RST) have a proficient and skilled resources that are master in their fields. We have implemented and trained a large number of machine learning and deep learning neural networks ranging from supervised, Unsupervised and reinforcement learning. We assure you the quality work with in your budget and time. Thanks.
₹1.500 INR în 7 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Hi, My name is Aysegul. I have 14 years of experience as a software engineer. I always work with data with professional work experience. I also took machine learning course. We can discuss its details. Thank you, Aysegul Sezen
₹600 INR în 7 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
I understand from your description that you are looking for a skilled developer to implement a deep learning framework for the detection and classification of lung diseases using chest X-ray datasets. I am confident that my background and skillset make me the perfect fit for this project. As part of the implementation process, I would be required to preprocess and analyze large datasets to ensure accuracy of the classification model. Additionally, I have extensive experience in fine-tuning neural networks for optimal performance as well as techniques for improving model accuracy. I am also familiar with methods for improving model accuracy such as feature selection, transformers, etc.. My commitment to delivering high quality results has earned me a reputation for exceeding client expectations. I would be delighted if you would consider me for this project, and look forward to hearing from you soon!
₹2.000 INR în 7 zile
0,0 (0 recenzii)
0,0
0,0

Despre client

Steagul INDIA
Kanpur, India
4,8
1
Metoda de plată a fost confirmată
Membru din aug. 22, 2023

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