Kidney glomeruli detection on Azure Cloud
Install these python libraries
pip install azure-cognitiveservices-vision-customvision
pip install pillow
pip install Numpy
Detector.py is endpoint application and firstly it's necessary to publish trained model on page customVision.ai. Next step is to set key and other variables in detector.py like:
ENDPOINT = "PASTE_YOUR_CUSTOM_VISION_TRAINING_ENDPOINT_HERE"
prediction_key = "PASTE_YOUR_CUSTOM_VISION_PREDICTION_SUBSCRIPTION_KEY_HERE"
prediction_resource_id = "PASTE_YOUR_CUSTOM_VISION_PREDICTION_RESOURCE_ID_HERE"
publish_iteration_name = 'PASTE_YOUR_CUSTOM_VISION_Iteration_NAME' #e.g. 'Iteration1'
image_filename = "PASTE_LOCATION_OF_FILE"
image_save_localisation = "PASTE_YOUR_FINAL_LOCATION"
First image is from quick test from customVision.ai website. Next two are from app.
