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keras-tensorflow

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This project utilizes (CNN) to accurately classify X-Ray images for pneumonia detection. It explores three different approaches to handle data imbalance and achieve optimal model performance. The project includes detailed evaluation metrics and use Streamlit which enables a seamless classification.

  • Updated Feb 19, 2025

This repository contains a dataset of MRI images specifically curated for object detection and localization tasks related to brain tumor identification in medical imaging. The dataset includes annotations for tumor regions to facilitate the development and evaluation of machine learning algorithms for automated tumor detection in MRI scans.

  • Updated Feb 19, 2025

This project leverages deep learning to identify crop diseases from images. Built with TensorFlow, the app allows users to upload crop images and predicts the disease. It features a user-friendly interface, feedback submission, and an informative "About" section. Perfect for early disease detection in crops.

  • Updated Feb 19, 2025

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