A Deep learning model to predict Pneumonia and determine the location on the Chest X-Ray image This project aims to classfy whether given chest X-Ray image has Pneumonia or not and if the image Pneumonia then we determine the location in the image.
- Nvidia CUDA Toolkit 12.1
- cudnn
- PyTorch cuda
- VS Code
- Python
RSNA Pneumonia Challenge dataset https://www.kaggle.com/competitions/rsna-pneumonia-detection-challenge/data Chest X-Ray Images (Pneumonia) https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia
torch torchvision matplotlib sklearn numpy pandas cv2 albumentations pydicom PIL