Solutions to kaggle competition-Pneumothorax detection
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Updated
May 23, 2020 - Jupyter Notebook
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pneumothorax-detection
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This repository contains code for a binary image classification model to detect pneumothorax using the ResNet-50 V2 architecture. It includes essential steps such as dataset splitting, image augmentation, model training, and a Streamlit application for user image upload and prediction.
machine-learning image computer-vision deep-learning image-processing medical-imaging image-augmentation resnet-50 model-training binary-image-classification pneumothorax-detection
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May 27, 2023 - Python
Identifying and segmenting pneumothorax pulmonary disease in chest x-rays. Codes and data related to SIIM-ACR Pneumothorax Segmentation Kaggle Challenge.
deep-learning kaggle-competition chest-xray-images medical-image-processing kaggle-dataset u-net pulmonary pneumothorax-detection pneumothorax-segmentation
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Updated
Apr 28, 2024 - Jupyter Notebook
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