CNN for x-ray lung data.

I am a machine learning expert with 4 years of experience in freelancing. I have successfully delivered 110 projects in the past. My expertise includes deep learning, machine learning, natural language processing, computer vision, and data visualization. Specifically for this project, I have extensive knowledge in deep learning and machine learning required for Python deep learning tools using unsupervised learning installation. With my experience in this field, you can be sure that you will get the highest quality work at the fastest speed with no complications

Hello! I've worked on a number of projects similar to this one. I have a lot of experience and knowledge in this field. My knowledge of business also gives me an advantage in this situation. Looking forward for the opportunity. Thank you

Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!

✅ Full Experiences and Profound Knowledge in ⭐ML and Deep Learning with Python Programming⭐✅. Hi, how are you? I am very confident to complete your project perfectly. I can start your work right now. Of course, since I am new here, then my job history and feedback score on freelancer is not sufficient, but you don’t need to worry! I can guarantee the quality of the job and deliver the result on time. I hope we will discuss in more detail via chat. Best regards! https://www.freelancer.com/u/KawlCarter

Can work on building the model and optimise the parameters, provide link for dataset. Also only f1 score is the requirement?

I am Aditya Girish Pawate, the founder of a DeepTech Startup called Chi SquareX Technologies. Most of our members are from one of the Indian Institute of Technology, so you should expect quality work. We provide services in the domain of Machine Learning, AI, Deep Learning, Computer Vision, Natural Language Processing, Algo Trading. Expertise: Training Machine learning, Deep Learning, Reinforcement Learning Models Frameworks are compatible with Pytorch, Tensorflow, Keras. Training ML models like Bayesian Networks, XGBoost, Random Forest, Decision Tree, KNN Classifier, GBM, GLM, SVM. Training DL models BERT and all its variants, DNN, CNN, LSTM, GRU, Variational Autoencoders using Bayesian Neural Networks. eXplainable AI (XAI) using LIME, SHAP, GRAD-CAM, DeepLIFT, DeepRED, CausalNex. Here are some of our previous works: Hair transplant startups require some image generation for their customers. Masters Thesis in Art Generation using GANs Head Gesture recognition using temporal signal data Hairstyle Classification Heartbeat recognition using Multilingual BERT for Document Ranking Algorithmic Trading on Indian Stock Market Yolov5 for Object Detection Kinetics 700 classification Aircraft Optimization Bio-BERT for Medical Dataset SciBERT for Explanation regeneration I have read your project details and I am confident that I can contribute towards it. Please message me so that we can talk further about your project.

More than four years of experience in Machine Learning with Python. Sound exposure to analyzing different types of data like continuous, categorical, text, and images. Expertise in Data Collection, Data Preprocessing, Data Analysis techniques like Data Visualization, Feature Engineering, and Statistical Analysis; and model designing with Machine and Deep Learning algorithms. Analysed different types of medical images data like Mammography Screening, X-rays and MRI to identify breast cancer, 14 different pathological conditions of lungs, and brain tumor. Applied different pre-trained models like inception_resnet, U-Net and densenet with different filter techniques to improve the quality of the images like Gaussian, Adjust Gamma, Median Filter, and CLAHE. Your project is similar to one of my completed projects. Looking forward to discussing this with you further.

Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks

I can do the project CNN for x-ray lung data. in 1-2 day I am writing to express my interest in providing my services as a freelancer for your Python development needs. With 7 years of experience as a Python developer. I am proficient in the following skills: Object-Oriented Programming (OOP),R programming, jupyter notebook, Data structures and algorithms, Web development with frameworks such as Django, Flask, and Streamlit, Machine learning, deep learning, and artificial intelligence, Database integration, including SQL and NoSQL, Data analysis and visualization, tableau, ETL, Text processing and natural language processing, Debugging and troubleshooting, Functional programming, Numerical and scientific computing, Scripting and automation. I am committed to delivering high-quality and efficient solutions. I understand the importance of tight deadlines and I work to complete projects within the agreed-upon timeframe while ensuring that all project requirements are met. I look forward to the opportunity to work with you and provide exceptional results.

I am currently working as a Data Scientist with a total work experience of 3 years. I have been using Python, NumPy, Pandas, Web Scraping and other libraries like PyTorch, Keras, scikit-learn,TensorFlow and other libraries in my project work for the past 2 year. I have previously worked on machine learning projects for implementing object detection algorithm using Yolo v5 and image classification problems using VGG16, ResNet, complex CNN architectures using PyTorch, TensorFlow libraries in my project work. I can implement a CNN model on Cancer Dataset with a good f1 score around 90+ as per the project description in the given file within 2 working days. I am confident that I can complete the project within the said time frame. I can provide a well-documented python script as well as any other documentation for the code, if needed

Hi, I am a Machine Learning and Artificial Intelligence Undergrad. As I machine learning student I have worked on various Classification problems such as Medicinal Plant Identification, Vegetable Classification and many more with greater accuracy using Deep Learning Modals like InceptionNet, Resnet various version and MobileNet etc. I have already done this project Classification of covid-19 with lung data with 98% accuracy and i can complete it in 1 day. moreover, I have knowledge in various fields of AI such as Deep learning, NLP, Data science, data preprocessing and so on, so I can easily help you in this particular problem as i have worked on it with the best accuracy. Looking forward to working with you. Contact me Through chat and provide me required details so I can help you as soon as possible.

Hii!!! I am a highly experienced machine learning and deep learning engineer. I have a strong understanding of various image classification techniques and have worked on several projects using CNNs, R-CNNs, and other deep learning models. I am confident that I can help you with your image classification project and deliver high-quality results in a timely manner. I am comfortable working with various ML and DL frameworks such as TensorFlow, PyTorch, and Keras. In this project, I will work closely with you to understand your requirements and develop a custom image classification model that meets your needs. I will also provide ongoing support and make any necessary updates to the model as needed. I can deliver your work within 2 days. Looking forward to work with you. Best Regards, Jash M.

HELLO... I'm a Computer Engineering Graduate and have worked on Deep Learning for almost 3 years. I'm currently working on Plant Disease Detection through Deep learning. i have done the similar project you mentioned before. i believe i can help you with it. just knock me in inbox and i'll start working on it within no time. i will deliver it in only one day.

Hello, I am self Rashmi Agrawal. I have completed my graduation in Electronics and Communication Engineering. Currently I am working in a Research Company where I have to make a Research paper, Review paper, and Thesis for PhD. and M-tech. students. I have 2 year experience in this field, and I have a good knowledge in computer. I have better knowledge in Power Point, Microsoft Word and Excel and I always work hard with full of enthusiasm. I can assure that your job will be done perfectly at the right time without making any mistakes. So if you feel interested, have faith in me and give me a chance to make your project successful. please send me your work..i will completed your work within 2 days.

I am excited to submit my proposal for your project on utilizing convolutional neural networks (CNN) for x-ray lung data analysis. As an experienced data scientist with a strong background in machine learning and deep learning, I am confident that I can deliver high-quality results for your project. Here are the key details of my proposal: Objective: Develop a CNN model that can accurately classify x-ray lung images into various categories such as healthy, pneumonia, tuberculosis, and COVID-19. Methodology: Data Collection: Collect a large dataset of x-ray lung images from various sources such as public datasets, hospitals, and research papers. Model Architecture: Design a CNN model architecture that consists of multiple convolutional layers, pooling layers, and fully connected layers to learn the features of the images and classify them accurately. Model Training: Train the CNN model using the preprocessed dataset and optimize the hyperparameters to achieve the best possible performance. Model Evaluation: Evaluate the model's performance using various metrics such as accuracy, precision, recall, and F1-score. Use confusion matrices and ROC curves to visualize the model's performance. Thank you for considering my proposal. I am excited about the opportunity to work on this project and look forward to discussing it further with you. Sincerely, Haroon Shah

I am Masters in Data Science Engineering and have around 17+ years of experience in various technology, with expertise in Python, C, Shell script- Bash,C, Golang and Machine Learning(Neural Networks). I have always delivered my work on or before time with full customer satisfaction.

I can perform this project with a diagnostic accuracy greater than 95%. I have worked on a similar project before