Diabetic Retinopathy ML Classifier

₹1500-12500 INR

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12 tháng trước

₹1500-12500 INR

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I'm seeking an experienced AI/ML expert to develop a machine learning model specifically for classifying diabetic retinopathy using image data. This project aims to leverage the potential of AI in medical diagnostics, with a focus on enhancing the precision and reliability of diabetic retinopathy identification. ### Ideal Skills and Experience: - Proficient in AI and ML technologies, with a strong emphasis on image processing and classification algorithms. - Extensive experience with Python, TensorFlow, Keras, or similar frameworks. - Background in medical imaging, computer vision, or related fields. - Familiarity with dataset augmentation and handling large volumes of image data. - Proven track record of developing high-accuracy ML models, preferably in healthcare. ### Requirements: - Develop an ML model capable of accurately classifying diabetic retinopathy from retinal images. - Implement preprocessing techniques to improve model performance with image datasets. - Conduct thorough testing and validation to ensure the model's reliability and accuracy. - Provide detailed documentation on the model's architecture, dependencies, and training process. Applicants should highlight their experience in ML model development, especially in medical imaging or similar projects. I'm looking for individuals who are passionate about making a significant impact in healthcare through technology. Your application should describe your approach to this project, particularly how you plan to address the challenges of working with image data and any relevant experience with diabetic retinopathy or similar conditions. Let's collaborate to advance the field of medical diagnostics through AI and make a tangible difference in the lives of those affected by diabetic retinopathy.

Python

Machine Learning (ML)

Data Mining

SPSS Statistics

Statistics

Mã dự án: 37782169

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23 freelancer chào giá trung bình ₹11.635 INR cho công việc này

@sajjadtaghvaeifr

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.

₹75.000 INR trong 7 ngày

5,0

(46 nhận xét)

6,8

@vasudharao9

As an experienced data scientist and ML practitioner familiar with a diverse range of technologies like GPT3, T5, and PyTorch, I believe I'm well-suited to meet your project's needs. My proficiency in language and classification models combined with my Python expertise allows me to machine learn in varied domains - including the complex domain of medical imaging analysis you're interested in. In fact, my experience utilizing algorithms to preprocess and classify data from cameras and similar devices while at UC Berkeley closely aligns with your requirements. Moreover, I understand the gravity of producing a highly precise model for diabetic retinopathy identification - being a healthcare-focused project. My strong background in handling large volumes of image data and my knack for constructing high-accuracy ML models will undoubtedly be valuable assets in overcoming these challenges. Assuring model reliability is paramount, and that's why I emphasize the importance of thorough testing and validation - a process I execute meticulously. By working together on this project, we can ensure that medical diagnostics benefits directly from recent advancements in AI/ML technology - making a tangible difference in the lives of those affected by diabetic retinopathy. Let's leverage our combined passion for progress to develop a robust model precisely classifying diabetic retinopathy and forge the future of AI-assisted healthcare together.

₹7.000 INR trong 30 ngày

5,0

(8 nhận xét)

4,9

@pebambang5

Hello, I have read the outline of your project(Diabetic Retinopathy ML Classifier), and I’m sure can solve the task, provide correct result, free revision guarantee. My background is in statistics and applied mathematics using Python/R programming for model statistics, predictive analytics, machine learning and artificial intelligence. I’m an expert in various model regression, hypothesis analysis, Biostatistics, Tensorflow, Keras, Pytorch, CV2, provide in Python notebook, report in Rmarkdown file html/pdf/word, complete with the charts. Please share your data, I'm available, discuss detailed requirements, budget/time negotiable. Thank you. Best rgds, Bambangpe

₹4.900 INR trong 5 ngày

4,9

(24 nhận xét)

4,6

@innovateNsolve

Hello, I am a researcher and trainer in computer vision, machine and deep learning having PhD in Computer Science with 25+ years of experience. I have worked on several research projects in these domains with few research publications as well. I have strong theoretical knowledge with hands-on experience in AI/ML, Computer Vision, python, OpenCV, Tensorflow, MATLAB etc. I have worked in the domain of medical imaging and can work with required frameworks and models. Few of my projects include the following: Breast cancer diagnosis Pain Detection from facial expressions Surface Texture Classification and Defect Detection using discrete wavelet transform Surface Texture Classification using dual tree complex wavelet transform Facial Expression / Emotion Recognition Face Anti-spoofing Underwater image enhancement based on Wavelength Compensation and Dehazing Human activity recognition Human fall detection Lie detection through thermal images Driver distraction detection Lip-reading using deep learning I can develop deep learning models capable of accurately classifying diabetic retinopathy from retinal images using following datasets: APTOS 2019 Blindness Detection and IDRiD (Indian Diabetic Retinopathy Image Dataset) Hope to have further discussions in this regard to know more. Thanks.

₹35.000 INR trong 20 ngày

5,0

(1 nhận xét)

3,7

@elhadfi

Hello, I am a data scientist with over 5 years of experience, specializing in classification. With my expertise gained from working with Experio, I am equipped to develop a precise model for diabetic retinopathy classification. I am passionate about leveraging AI to make a positive impact in healthcare. I would love to collaborate with you to advance this important cause. Best regards,

₹7.000 INR trong 73 ngày

5,0

(9 nhận xét)

3,3

@MQamar123

Drawing on my 7+ years of experience in software development and a deep-rooted passion for AI, I wholeheartedly believe I'm the right freelancer for your project. My adeptness with Python, TensorFlow, Keras, and similar frameworks is the solid foundation needed to build an exceptional ML model for diabetic retinopathy classification. Although I haven't worked specifically with medical imaging or diabetic retinopathy before; my background in diverse fields has taught me to tackle novel challenges head-on, as evidenced by my consistently successful projects. Moreover, my familiarity with handling massive amounts of image data is a definite advantage in developing your dataset augmentation strategy. Thorough testing and validation are not only a part of my development process but also a commitment I'll invest deeply in ensuring your model's accuracy and reliability. As you require detailed documentation, be rest assured that everything from architecture to dependencies will be meticulously recorded. Your project resonates deeply with me, encapsulating my passion for combining technology and healthcare to advance our society. By leveraging AI/ML potentials effectively, we have the power to change lives- and that is something I've always strived for professionally. Consider me as your partner in pushing the boundaries of medical diagnostics through AI for the betterment of individuals affected by diabetic retinopathy.

₹1.500 INR trong 7 ngày

3,7

(9 nhận xét)

4,7

@ail5a9f298b597ed

Experienced AI/ML expert sought to develop a machine learning model for diabetic retinopathy classification using image data. The project aims to enhance medical diagnostics precision by leveraging AI technology. Ideal candidates should excel in AI, ML, image processing, Python, TensorFlow, and have a background in medical imaging or computer vision. Applicants should demonstrate expertise in developing high-accuracy ML models, particularly in healthcare. Let's collaborate to make a significant impact in healthcare through innovative AI solutions.

₹10.000 INR trong 7 ngày

5,0

(10 nhận xét)

3,3

@nadogemini

How are you? I am an expert in ML and python. I have done lots of medical detection projects. Do you have dataset? I think I can do your project well. I have rich experiences in yolo, detectron2, mmdetection, etc. Thanks.

₹10.000 INR trong 4 ngày

5,0

(4 nhận xét)

3,2

@lalitdeveloper7

I can develop a machine learning model specifically for classifying diabetic retinopathy using image data. I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ Object-Oriented Programming (OOP) in python ◈ R programming ◈ Jupyter notebook and Google Colab ◈ Data structures and Algorithms ◈ Web development with frameworks such as Django, Flask, and Streamlit and others ◈ Machine learning, deep learning, and Artificial Intelligence ◈ Database integration, including SQL and NoSQL ◈ Data analysis and visualizations ◈ Text processing and natural language processing, Tokenization ◈ Debugging and troubleshooting ◈ Functional programming ◈ Tkinter I hope I'm a good candidate for your project. I will deliver your project on time with quality assurance at affordable price. Please message me so that we can discuss more about your project.

₹7.000 INR trong 3 ngày

5,0

(14 nhận xét)

3,5

@KriraAIinfotech

I am an experienced AI/ML expert, enthusiastic about contributing to the development of a machine learning model for diabetic retinopathy classification using image data. My proficiency in AI technologies, particularly in image processing and classification algorithms, coupled with extensive experience in Python, TensorFlow, Keras, and similar frameworks, positions me well for this project. My background in medical imaging and computer vision enhances my ability to address the unique challenges of this task. I am adept at handling large volumes of image data and implementing dataset augmentation techniques to optimize model performance. I am committed to developing a high-accuracy ML model for diabetic retinopathy classification, incorporating preprocessing techniques to improve overall performance. Thorough testing and validation will be conducted to ensure the model's reliability, and I will provide comprehensive documentation on the architecture, dependencies, and training process. My passion for utilizing technology in healthcare aligns with the project's goal of making a meaningful impact on medical diagnostics. I am eager to collaborate with you in advancing the field of AI and contributing to the lives of individuals affected by diabetic retinopathy. Thank you for considering my bid. I look forward to discussing the details further. Best regards, KriraAI Infotech

₹7.000 INR trong 7 ngày

5,0

(8 nhận xét)

2,7

@Saurabhs6762

Hello there, I have hands on knowledge of machine learning more than one year. I already done some research on diabetes complication and i also publish my IEEE paper and also implemented machine learning with 99.40 accuracy. so I have more context about diabetes. so i am able to do your task on time. reply as soon as possible . Thank you.

₹7.000 INR trong 3 ngày

5,0

(4 nhận xét)

2,3

@harshbhatti7704

Dear [Client], I am excited about the opportunity to work on your project to develop a machine learning model for classifying diabetic retinopathy using image data, I have already done same project. With my background in AI, ML, and image processing, as well as my experience in medical imaging projects, I am confident that I can deliver a high-quality ML model for classifying diabetic retinopathy. I am passionate about leveraging technology to make a positive impact in healthcare and look forward to collaborating with you on this project. Thank you for considering my proposal. I am eager to discuss further details and address any questions you may have. Best regards, Harsh Bhatti

₹5.700 INR trong 1 ngày

4,7

(4 nhận xét)

2,3

@tansimin2591

I would like to assist you in the project. Kindly give me a chat to discuss. Please do not hesitate to look at my profile. Hear from you soon !

₹1.500 INR trong 7 ngày

5,0

(1 nhận xét)

0,8

@outmanHf

Hello, I'm an experienced environmental engineer passionate about sustainable infrastructure. I've led projects at TerraSustain and am eager to collaborate on renewable energy and conservation initiatives. Let's work together to create a greener future. Best,

₹7.000 INR trong 3 ngày

0,0

(0 nhận xét)

0,0

@paul823

As an experienced data analyst with a deep understanding of Python libraries, including TensorFlow, I believe I am the ideal candidate for your Diabetic Retinopathy ML Classifier project. I have a profound comprehension of handling and processing vast volumes of image data efficiently, which will be invaluable in this endeavor. Furthermore, my knowledge and expertise extend to using seaborn, matplotlib, numpy, pandas, scikit-learn, and Anaconda, all of which can contribute greatly to the accuracy and reliability of your ML model. Given that identifying Diabetic Retinopathy calls for correct analysis and interpretation of complex retinal images, my extensive experience in data analysis can help ensure the precision and efficacy of your classification model. Ultimately, my commitment to making a tangible difference in healthcare through technology aligns perfectly with the goals of this project. Let's team up to not just enhance diabetic retinopathy identification but also aid countless individuals affected by this condition, together utilizing the power of AI for medical diagnostics.

₹11.000 INR trong 7 ngày

0,0

(0 nhận xét)

0,0

@AyoUde

Hello! I am writing to express my interest in the AI/ML Expert position for developing a machine learning model to classify diabetic retinopathy from image data. With a strong background in AI and ML technologies, particularly in medical imaging, I am confident in my ability to contribute significantly to this project. I have a solid understanding of AI and ML technologies, with hands-on experience in developing and deploying machine learning models. My expertise includes extensive use of Python, TensorFlow, Keras, and similar frameworks to build and optimize models for various applications. I am familiar with dataset augmentation techniques and have successfully handled large volumes of image data in previous projects. Proposed Approach: ML Model Development: I plan to leverage my experience to develop a robust ML model specifically designed for accurate diabetic retinopathy classification from retinal images. Preprocessing Techniques: I will implement advanced preprocessing techniques to enhance the model's performance with image datasets, ensuring optimal results. Testing and Validation Documentation: I am committed to providing comprehensive documentation on the model's architecture, dependencies, and training process to facilitate seamless integration and future maintenance. I have successfully developed and deployed ML models in medical imaging projects, showcasing my ability to translate theoretical knowledge into practical solutions.

₹10.000 INR trong 7 ngày

0,0

(0 nhận xét)

0,0

@rohitkhatri404

I am an associate software engineer working in AI/ML sector, I have made similar projects for chest X-rays just a while ago, I would love to contribute to this project. The roadmap for this project would be: 1: data collection 2: data cleaning 3: data preprocessing 4: data augmentation for good amount of data 5: using any pretrained model like VGG16, ResNet, or making CNN model from scratch 6: POC 7: creating a Streamlit application for UI interactions 8: Deliver source code and documentation

₹4.500 INR trong 15 ngày

0,0

(0 nhận xét)

0,0

@debasishpujapan5

The retina of the eye shows signs of diabetic retinopathy, and manual screening and diagnosis of the condition is done using the retinal pictures. It could be quite advantageous to automate this laborious procedure with deep learning.A convolutional neural network, also known as a deep neural network, has been proposed for diabetes prediction using retinal pictures. For classification purposes, the dataset is preprocessed and normalized before being applied to the deep neural network. Seven layers, five kernels, the ReLU activation function, and MaxPooling are used to build a deep neural network that combines key properties. In order to determine if the retinal image belongs to a diabetic or nondiabetic class, the model is finally implemented. The model will be assessed using the following parameters: accuracy, precision, recall, and score. If you give me this project i will definitely give you a good amount of accuracy with the time duration of 2 to 3 weeks .

₹10.000 INR trong 21 ngày

0,0

(0 nhận xét)

0,0

@techindia999

Hi Greetings! We are a team of software developers. We have developers working on almost all the technologies. We will assign you a project manager who will assist you during the entire process of project completion. We will provide you with fast, timely, and on-time delivery at reasonable and minimum cost. We are a registered company located in Indore, India. We are available right now for the project discussion and can start the project on an immediate basis. We understand your project requirement We have 12 ++ years of experience in design and development. We can handle projects from small styling to full development from scratch. We will provide a good result in a short time and satisfy you fully. We have experienced developers in Python Statistics Machine Learning (ML) Data Mining SPSS Statistics WHY-Us: » Ready to Start on an Immediate basis &provide proper Testing. » Keep your Data & Website Secure: Daily Progress Updates. » You will get 30 days FREE BUG-SUPPORT even after Project-Completion Please come in touch and let's discuss more detail about your task via chat. Project milestones will be decided during the chat. Thanks and Regards Tech India

₹12.500 INR trong 5 ngày

0,0

(0 nhận xét)

0,0

@zahidhasta

As an AI/ML expert with a significant expertise in computer vision techniques, I am confident in my ability to generate a highly accurate and reliable model for classifying diabetic retinopathy from retinal images. Your project aligns perfectly with my background and experience, as I have extensively worked on tasks involving the analysis of medical imaging data. My understanding of machine learning, especially deep learning techniques, will prove particularly valuable in tackling the challenge of processing large amounts of image data. Moreover, I've cultivated my skills in Python - a key language for machine learning - and my experience with popular frameworks like TensorFlow and Keras, which will certainly be an advantage for this project. But more than that, I am invested in making a meaningful contribution to healthcare through the power of technology. Having done similar projects in the past, I fully understand the sensitivity and importance associated with diabetic retinopathy diagnosis.

₹12.000 INR trong 7 ngày