Training classification model that can analyze the chest X-rays and help in the accurate diagnosis of Pneumonia
https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia
- Imported chest X-ray images, resized to 256*256 pixel size and flattened the images
- Fed into Autoencoder model for dimension reduction
- Trained SVM on dimensionally reduced data with RBF kernel
- Carried out image augmentation on X-ray images and trained CNN model on augmented data
- Used F1 Score as evaluation metric for early stopping
