pneumonia_detector(Chest x_ray CNN)
x_ray
install comet-ml from pypi
mxnet,gluoncv.
Register at (https://www.comet.ml/site/?cache=62352245) here confusion matrix will be stored. Important::Change your api key which you will get after registraion under quick start guide with workspace given as active workspace in this line of code. <experiment = Experiment(api_key=”uVlCssu6MSf2jDhTxV9guqoDI”,project_name=”model”,workspace=”yatharth-123”)>
1.Libraries to be installed:
pip install mxnet-cu101
pip install gluoncv
tutoials:
https://gluon-cv.mxnet.io/build/examples_classification/transfer_learning_minc.html
kaggle-dataset:
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
About Resnet Model used in the project: https://numpy.mxnet.io/api/gluon/_autogen/mxnet.gluon.model_zoo.vision.resnet50_v2.html