Writing code CNN in Pytorch for classification images

I am a Machine Learning Engineer with 3 years of experience. On the basis of my skills and experience, I am sure that if given an opportunity I will be able to complete the task perfectly within the estimated time. I would love to have the opportunity to discuss your project with you. I will wait for your reply. Thank you for seeing this.

Hello Raneem! I hope you're well. I'm a senior Python developer with specializing in python app and web development. I've delivered more than 100 projects over time with 5* rating. Here are some of my skills necessary for this task. ➢ Python: Deep understanding of Python and libraries like Pandas, Numpy, Scipy, Plotly, scikit, re, poetry etc ➢ Frameworks: FastAPI, Flask, Django, Jinja and Mako ➢ Databases: MySQL, Redis, DynamoDB, Postgres, Oracle, MongoDB ➢ Async Communications: CQRS, Kafka, Redis, Celery, RabbitMQ, MQTT ➢ Source Code Management: Git, GitLab, Bit-bucket, SVN ➢ Project Management: Jira, Bugzilla, Trello & Asana ➢ Web Servers: Apache Tomcat, Apache Http, Nginx ➢ CI/CD: Jenkins, CircleCI, GoCD, ArgoCD ➢ Cloud Providers: AWS, GCP and Azure ➢ Containerisation: Docker, Kubernetes Best, Sonu

Yes,I have good working experience with Python,pytourch,Data Learning,Machine Learning. Message me here for further discussion.I am looking forward to an early and positive response. Regards, Shalu

Hello Client ! I am a skilled full stack developer. Having rich experience in Java , Python , C , C++ , C# , Mysql , Sql , Oracle , Object Oriented Programming , Data Structure , Algorithms . I have a perfect grip on “Database Administration” , and work in “Oracle” Mysql”. I want to assure you that these are my areas of expertise and I can do any work related. Here I am also assuring you that the quality of work will not be compromised . I am able for work full time on your time zone and start work right now . Please send me a message for further Details . Thanks and Best Regards

Hi there.I've read requirements and ready to create a ML based model and scripT to classify files and personal and confidential. We are a team of professional members having skills on Machine Learning (ML), Deep Learning & Neural Networks with some computational approaches (such as fuzzy logic and wavelet analysis) and other theories (such as kernel methods and chaotic theory). We worked on image classification, face recognition, fingerprint recognition, object detection, and OCR projects. We can make programs using Python, R, Julia and MATLAB including packages TensorFlow, Scikit-Learn, Spark MLib, Weka, and OpenCV. As the requirements on project are not complete and need discussion so i placed tentative bid. To provide you the best quote, let's have a chat! Best Regards.

I can solve this problem easily as I have good experience in computer vision, deep learning etc. Have been working as a Data Scientist for 4+ years at one of the FAANG and another multi national corporation.

nuharik saeid . To fulfill these requirements, I would proceed in the following way: 1. I will develop the code cnn in Python by Pytorch using Google Colab for image classification, using the dataset provided with train and test folders. 2. I will implement K-Fold Cross Validation in the training and validation sets in order to improve the accuracy of the model. 3. I will evaluate the model performance by obtaining the results of (confusion matrix, accuracy, balanced accuracy, recall, specificity, AUC, and precision) for each set and for each class. 4. I will determine which class achieved the best results. I am confident that I can complete all these tasks within the estimated time frame and provide excellent quality results. Please let me know if you need any additional information from my side. Thank you for your consideration. Sincerely, [Your Name] Best regards, Giáp Văn Hưng

Hi. I have a Ph.D. in computer science and use machine learning and classification in my research. I am currently working on image classification by applying CNN using the Python Keras library in Colab. I am interested in such works.I have already built good CNN achieved better results >= 80-75 and applied k-fold cross-validation in the training. I would be glad if you could provide the dataset and allow me to use it for this project. I understand your requirements: build good CNN achieved better results >= 80-75 apply k-fold cross-validation in the training get the result of (confusion matrix, accuracy, balanced accuracy, recall, specificity, AUC, and precision) for each train and test, and for each class. Also, determine which class achieved better results. Thank you for considering me for this project!

It is easy task, take a look at my portfolio, and you can see that I have experience in such tasks, do not hesitate to reach out, I am waiting you.

Hello there, I hope you are doing well. ▶ I am a AI specialist, I have understood your task, I am familiar with the CNN and computer vision and my primary ML/DL frame work is Pytorch. ▶ After successful completion of the task, I will provide:- -> Complete code files. -> Desired Accuracy -> Personal 30 min live assistance for free (if needed). Let us connect and start working on it asap.

I have the capability to build a Convolutional Neural Network (CNN) for image classification using Python with the PyTorch library. Additionally, I can leverage Google Colab, a cloud-based Jupyter notebook environment, to perform this task efficiently. This combination allows me to train and deploy deep learning models for image classification tasks effectively.

Hey I work as a machine learning engineer for an AI based startup and i have previously worked on a similar project. So i can help with your project and i am based in New Delhi(India).