Thiyaga158
/

Custom_CNN_For_Pneumonia_Detection_Using_Check_X-Ray

pneumonia-detection

medical-imaging

binary-classification

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Thiyaga158 commited on Jun 28, 2025

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@@ -32,13 +32,13 @@ model-index:
             value: 0.0778
 ---
-# 🧠 ImprovedPneumoniaCNN: Pneumonia Detection from Chest X-rays
 This repository hosts `ImprovedPneumoniaCNN`, a custom Convolutional Neural Network model designed to detect **Pneumonia** from chest X-ray images. It incorporates enhancements like dropout, batch normalization, SiLU activation, and Convolutional Block Attention Module (CBAM) for improved robustness and generalization.
 ---
-## 📊 Evaluation Results
 | Metric   | Score   |
 |----------|---------|
@@ -51,8 +51,10 @@ This repository hosts `ImprovedPneumoniaCNN`, a custom Convolutional Neural Netw
 ### Confusion Matrix
-[[1680 42]
-[ 74 1782]]
 ---
@@ -75,9 +77,9 @@ This repository hosts `ImprovedPneumoniaCNN`, a custom Convolutional Neural Netw
 ---
-## 🚀 How to Use
-### 🔧 Install Dependencies
 ```bash
 pip install torch torchvision albumentations scikit-learn matplotlib seaborn

             value: 0.0778
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+# ImprovedPneumoniaCNN: Pneumonia Detection from Chest X-rays
 This repository hosts `ImprovedPneumoniaCNN`, a custom Convolutional Neural Network model designed to detect **Pneumonia** from chest X-ray images. It incorporates enhancements like dropout, batch normalization, SiLU activation, and Convolutional Block Attention Module (CBAM) for improved robustness and generalization.
 ---
+## Evaluation Results
 | Metric   | Score   |
 |----------|---------|
 ### Confusion Matrix
+| Normal| Pneumonia |
+|-------|-----------|
+| 1680  | 42        |
+| 74    | 1782      |
 ---
 ---
+## How to Use
+### Install Dependencies
 ```bash
 pip install torch torchvision albumentations scikit-learn matplotlib seaborn