This repository contains a complete implementation of a CNN model from scratch (no transfer learning), trained on a dataset of 12,000+ pre-labeled grayscale images ... README.md # Project description ...

This deep learning project aims to classify cell images as infected or uninfected with malaria using Convolutional Neural ... layers to build an end-to-end image classification system. Image ...

I used Convolutional Neural Networks (CNNs) for image classification and apply both basic preprocessing and data augmentation techniques to enhance model performance. The model is implemented using ...

The project ... Network (CNN) is implemented using PyTorch, comprising: • Convolutional Layers: Extract spatial features from the images. • Pooling Layers: Reduce the spatial dimensions of feature ...

In this study, we investigate and compare multiple deep-learning models for breast cancer classification using transfer learning ... The normalization step is essential before feeding images into the ...

OpenAI launches groundbreaking o3 and o4-mini AI models that can manipulate and reason with images, representing a major ...

Sign up for CNN’s Wonder Theory science newsletter. Explore the universe with news on fascinating discoveries, scientific advancements and more. A batch of Amazon ...

But it is a fast-growing reality: there are at least 628 carbon capture and storage projects in the pipeline ... plants and infrastructure, and using seawater has one clear advantage: It has ...

The release of the new ChatGPT 4o image generator signifies ... To ensure responsible use, consider the following: Evaluate the ethical implications of your projects before using AI tools.

When you use multiple devices in your workflow, finding a unified project management solution can feel daunting. I tried juggling Trello boards on my laptop, Asana tasks on my tablet, and Airtable ...

The haphazard cuts to major projects in red states like Ohio baffled some stakeholders. One source told CNN it “makes zero sense” to cut a major federal grant to one of the largest employers ...